diff --git "a/dataset_tools/Check for Duplicate Words Between Captions and Tags.ipynb" "b/dataset_tools/Check for Duplicate Words Between Captions and Tags.ipynb" --- "a/dataset_tools/Check for Duplicate Words Between Captions and Tags.ipynb" +++ "b/dataset_tools/Check for Duplicate Words Between Captions and Tags.ipynb" @@ -12,5829 +12,758 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
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Tag \"orange fur\" found in caption \"its striking orange fur adorned with bold black stripes stands in stark contrast\n",
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Tag \"stripes\" found in caption \"its striking orange fur adorned with bold black stripes stands in stark contrast to\n",
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Tag \"snow\" found in caption \"the snow leopard has a spotted furry body with a thick fluffy coat that is covered in \n",
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Tag \"snow\" found in caption \"the snow leopard's pose is relaxed with its front paws resting on the snow-covered \n",
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Tag \"female\" found in caption \"The image portrays a realistic anthro female wolf a canid mammal of the Canis \n",
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Tag \"tongue\" found in caption \"She has a black nose long white whiskers and is looking at the viewer with an open \n",
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Tag \"detailed\" found in caption \"The detailed fur shows intricate markings and patterns especially around the face \n",
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Tag \"open mouth\" found in caption \"She has a black nose long white whiskers and is looking at the viewer with an \n",
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Tag \"claws\" found in caption \"The claws are visible as it grips the rock highlighting its wild nature.\"\n",
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Tag \"markings\" found in caption \"The detailed fur shows intricate markings and patterns especially around the face \n",
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Tag \"brown eyes\" found in caption \"The detailed fur shows intricate markings and patterns especially around the \n",
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Tag \"inner ear fluff\" found in caption \"The detailed fur shows intricate markings and patterns especially around \n",
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Tag \"multicolored fur\" found in caption \"The image depicts a solo anthro female red panda a mammal known for its \n",
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Tag \"realistic\" found in caption \"The furniture and realistic setting add to the ambiance of the photo.\"\n",
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Tag \"felid\" found in caption \"The image features a solo semi-anthro felid specifically a domestic cat with black \n",
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Tag \"border collie\" found in caption \"a black and white border collie dog with a black nose and brown eyes.\"\n",
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Tag \"snow\" found in caption \"the snow-covered ground is blanketed in a layer of pristine white with footprints and \n",
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Tag \"feral\" found in caption \"a feral border collie dog standing in a snowy outdoor setting.\"\n",
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Tag \"feral\" found in caption \"the overall atmosphere is one of tranquility and natural beauty with the feral border\n",
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Tag \"fur\" found in caption \"the dog has a thick fluffy coat of brown and white fur that appears windswept likely \n",
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Tag \"white fur\" found in caption \"the dog has a thick fluffy coat of brown and white fur that appears windswept \n",
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Tag \"winter\" found in caption \"the background is a serene winter landscape with bare trees lining the horizon and a\n",
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Tag \"collie\" found in caption \"a feral border collie dog standing in a snowy outdoor setting.\"\n",
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Tag \"collie\" found in caption \"the overall atmosphere is one of tranquility and natural beauty with the feral \n",
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Tag \"feral\" found in caption \"a feral dog likely a border collie running through a grassy field.\"\n",
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Tag \"fur\" found in caption \"the dog has a thick multicolored coat of brown white and black fur.\"\n",
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Tag \"teeth\" found in caption \"the dog's mouth is open revealing its sharp teeth in a friendly grin.\"\n",
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Tag \"red panda\" found in caption \"a red panda sitting on a tree branch.\"\n",
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Tag \"red panda\" found in caption \"the red panda has a fluffy reddish-brown fur coat with white markings around its \n",
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Tag \"red panda\" found in caption \"the red panda's body is compact and rounded with a short bushy tail.\"\n",
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Tag \"red panda\" found in caption \"the vibrant green foliage and the soft dappled light filtering through the leaves\n",
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Tag \"fur\" found in caption \"the red panda has a fluffy reddish-brown fur coat with white markings around its face \n",
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Tag \"paws\" found in caption \"the red panda has a fluffy reddish-brown fur coat with white markings around its face \n",
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Tag \"paws\" found in caption \"it appears to be in a relaxed contemplative pose with one of its paws raised \n",
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Tag \"tree\" found in caption \"a red panda sitting on a tree branch.\"\n",
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Tag \"fennec\" found in caption \"a feral fennec fox standing on a rocky outcrop in a desert landscape.\"\n",
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Tag \"feral\" found in caption \"a feral fennec fox standing on a rocky outcrop in a desert landscape.\"\n",
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Tag \"fox\" found in caption \"a feral fennec fox standing on a rocky outcrop in a desert landscape.\"\n",
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Tag \"fox\" found in caption \"the fox has a slender petite build with large pointed ears and a fluffy tawny-colored \n",
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Tag \"fox\" found in caption \"the fox's paws are small and delicate with visible pink pads.\"\n",
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Tag \"fox\" found in caption \"the background is a rugged arid environment with jagged rocks and boulders surrounding \n",
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Tag \"fox\" found in caption \"the overall atmosphere is one of isolation and wilderness with the fox seemingly the \n",
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Tag \"fur\" found in caption \"the fox has a slender petite build with large pointed ears and a fluffy tawny-colored \n",
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Tag \"desert\" found in caption \"a feral fennec fox standing on a rocky outcrop in a desert landscape.\"\n",
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Tag \"paws\" found in caption \"the fox's paws are small and delicate with visible pink pads.\"\n",
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Tag \"tail\" found in caption \"its tail is long and bushy swaying slightly.\"\n",
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Tag \"feral\" found in caption \"a feral fennec fox standing on a rocky outcrop in a desert-like environment.\"\n",
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Tag \"scales\" found in caption \"a vibrant green gecko lizard with a striking and detailed pattern of scales covering\n",
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Tag \"teeth\" found in caption \"the image presents a hyena caught in a moment of relaxation its mouth agape in a yawn\n",
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Tag \"snake\" found in caption \"a large feral python snake coiled on a wooden deck.\"\n",
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Tag \"snake\" found in caption \"the background shows a wooden deck or patio with a shadowy area in the corner that \n",
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Tag \"pikachu\" found in caption \"the pikachu's pose is relaxed with its legs slightly parted and its tail raised as \n",
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Tag \"snow\" found in caption \"its large paws are equipped with sharp claws that dig into the snow.\"\n",
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Tag \"snow\" found in caption \"the snow leopard's head is held high its eyes focused intently ahead.\"\n",
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Tag \"snow\" found in caption \"the snow leopard's genitalia is not visible as the image does not depict an explicit \n",
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Tag \"fur\" found in caption \"the snow leopard has a muscular spotted body covered in thick multicolored fur.\"\n",
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Tag \"leopard\" found in caption \"a snow leopard walking through a snowy landscape.\"\n",
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Tag \"leopard\" found in caption \"the snow leopard has a muscular spotted body covered in thick multicolored fur.\"\n",
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Tag \"leopard\" found in caption \"the snow leopard's head is held high its eyes focused intently ahead.\"\n",
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Tag \"leopard\" found in caption \"the snow leopard's genitalia is not visible as the image does not depict an \n",
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Tag \"fur\" found in caption \"the snow leopard's face is prominently displayed with its piercing green eyes and \n",
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Tag \"fur\" found in caption \"the snow leopard's body is covered in a thick multicolored fur coat with shades of \n",
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Tag \"realistic\" found in caption \"the image has a realistic photorealistic style capturing the snow leopard's raw \n",
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Tag \"feline\" found in caption \"the snow leopard's gaze is intense and captivating drawing the viewer in and \n",
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Tag \"spots\" found in caption \"the snow leopard's face is prominently displayed with its piercing green eyes and \n",
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Tag \"fur\" found in caption \"the snow leopard has a thick spotted fur coat that is predominantly white with black \n",
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Tag \"snow leopard\" found in caption \"a snow leopard resting on a rocky surface.\"\n",
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Tag \"snow leopard\" found in caption \"the snow leopard has a thick spotted fur coat that is predominantly white with\n",
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Tag \"snow leopard\" found in caption \"the snow leopard's body is curled up with its legs tucked in and its tail \n",
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Tag \"snow leopard\" found in caption \"the overall scene has a sense of tranquility and natural beauty capturing the \n",
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Tag \"whiskers\" found in caption \"its eyes are a striking blue color and it has a black nose and whiskers.\"\n",
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Tag \"leopard\" found in caption \"a snow leopard resting on a rocky surface.\"\n",
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Tag \"leopard\" found in caption \"the snow leopard has a thick spotted fur coat that is predominantly white with \n",
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Tag \"leopard\" found in caption \"the snow leopard's body is curled up with its legs tucked in and its tail wrapped \n",
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Tag \"leopard\" found in caption \"the overall scene has a sense of tranquility and natural beauty capturing the snow \n",
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Tag \"spotted fur\" found in caption \"the snow leopard has a thick spotted fur coat that is predominantly white with \n",
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Tag \"tongue\" found in caption \"the image features a snow leopard in a moment of rest its mouth agape in a wide yawn\n",
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Tag \"snow leopard\" found in caption \"the image features a snow leopard in a moment of rest its mouth agape in a \n",
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Tag \"whiskers\" found in caption \"the thick spotted fur a hallmark of the snow leopard’s camouflage in the snowy \n",
-       "rocky terrain of its high-altitude habitat is captured in fine detail while the whiskers long and white add to the \n",
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Tag \"fur\" found in caption \"the thick spotted fur a hallmark of the snow leopard’s camouflage in the snowy rocky \n",
-       "terrain of its high-altitude habitat is captured in fine detail while the whiskers long and white add to the \n",
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Tag \"teeth\" found in caption \"the image features a snow leopard in a moment of rest its mouth agape in a wide yawn \n",
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Tag \"blurred background\" found in caption \"the blurred background features rocks and dry grass.\"\n",
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Tag \"fur\" found in caption \"the snow leopard has a thick spotted fur coat that is primarily grey in color with \n",
-       "darker markings around the eyes and on the paws.\"\n",
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Tag \"rock\" found in caption \"the snow leopard's body is sprawled out with its front paws resting on the rock and \n",
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Tag \"snow leopard\" found in caption \"the snow leopard's eyes are focused downward its expression is calm and \n",
-       "serene.\"\n",
-       "
\n" - ], - "text/plain": [ - "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;30;255;58msnow leopard\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the \u001b[0m\u001b[1;38;2;30;255;58msnow leopard\u001b[0m\u001b[32m's eyes are focused downward its expression is calm and \u001b[0m\n", - "\u001b[32mserene.\"\u001b[0m\n" - ] - }, - "metadata": {}, + "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\00000233-03232306.txt                    \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  anthro           this image features an anthro male wolf presenting his canine genitalia with a knot at it's     \n",
+       "                   base in a sexy pose.                                                                            \n",
+       "                                                                                                                   \n",
+       "  canine           this image features an anthro male wolf presenting his canine genitalia with a knot at it's     \n",
+       "                   base in a sexy pose.                                                                            \n",
+       "                                                                                                                   \n",
+       "  knot             this image features an anthro male wolf presenting his canine genitalia with a knot at it's     \n",
+       "                   base in a sexy pose.                                                                            \n",
+       "                                                                                                                   \n",
+       "  male             this image features an anthro male wolf presenting his canine genitalia with a knot at it's     \n",
+       "                   base in a sexy pose.                                                                            \n",
+       "                                                                                                                   \n",
+       "  canine           this image features an anthro male wolf presenting his canine genitalia with a knot at it's     \n",
+       "  genitalia        base in a sexy pose.                                                                            \n",
+       "                                                                                                                   \n",
+       "  wolf             this image features an anthro male wolf presenting his canine genitalia with a knot at it's     \n",
+       "                   base in a sexy pose.                                                                            \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\00051-1629238066.txt                     \n",
+       " ─────────────────────────────────────────────────────────────────────────────────��─────────────────────────────── \n",
+       "  female           the image features a female anthro white fox with black muzzle submerged in a bath constructed  \n",
+       "                   fromm stone outside on a sunny day.                                                             \n",
+       "                                                                                                                   \n",
+       "  anthro           the image features a female anthro white fox with black muzzle submerged in a bath constructed  \n",
+       "                   fromm stone outside on a sunny day.                                                             \n",
+       "                                                                                                                   \n",
+       "  fox              the image features a female anthro white fox with black muzzle submerged in a bath constructed  \n",
+       "                   fromm stone outside on a sunny day.                                                             \n",
+       "                                                                                                                   \n",
+       "  outside          the image features a female anthro white fox with black muzzle submerged in a bath constructed  \n",
+       "                   fromm stone outside on a sunny day.                                                             \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\00053-241989068.txt                      \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  female           the image features a female anthro fennec fox submerged naked in a bath constructed from stone  \n",
+       "                   decorated with pink flowers outside.                                                            \n",
+       "                                                                                                                   \n",
+       "  anthro           the image features a female anthro fennec fox submerged naked in a bath constructed from stone  \n",
+       "                   decorated with pink flowers outside.                                                            \n",
+       "                                                                                                                   \n",
+       "  fennec           the image features a female anthro fennec fox submerged naked in a bath constructed from stone  \n",
+       "                   decorated with pink flowers outside.                                                            \n",
+       "                                                                                                                   \n",
+       "  outside          the image features a female anthro fennec fox submerged naked in a bath constructed from stone  \n",
+       "                   decorated with pink flowers outside.                                                            \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\00091-2849301263.txt                     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  canine           the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  male             the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  fox              the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  anthro           the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  canine           the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "  genitalia        pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  knot             the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  balls            the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  shirt            the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  denim            the image features an anthro male fox with a white shirt and blue denim that is partially       \n",
+       "                   pulled down showing his prominent canine genitalia with a knot at it's base and balls to the    \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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base and balls to the \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;191;134;116mcanine \u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features an anthro male fox with a white shirt and blue denim that is partially \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;191;134;116mgenitalia\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mpulled down showing his prominent \u001b[0m\u001b[1;38;2;191;134;116mcanine genitalia\u001b[0m\u001b[30m with a knot at it's base and balls to the \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m 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male fox with a white shirt and blue denim that is partially \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mpulled down showing his prominent canine genitalia with a knot at it's base and \u001b[0m\u001b[1;38;2;108;29;40mballs\u001b[0m\u001b[30m to the \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;150;175;22mshirt\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features an anthro male fox with a white \u001b[0m\u001b[1;38;2;150;175;22mshirt\u001b[0m\u001b[30m and blue denim that is partially \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mpulled down showing his prominent canine genitalia with a knot at it's base and balls to the \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;200;36;95mdenim\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features an anthro male fox with a white shirt and blue \u001b[0m\u001b[1;38;2;200;36;95mdenim\u001b[0m\u001b[30m that is partially \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mpulled down showing his prominent canine genitalia with a knot at it's base and balls to the \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m 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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\00302-1912251111.txt                     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  intersex         this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  breasts          this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  canine           this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "  genitalia        with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  knot             this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  canine           this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  anthro           this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  fennec           this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "  fox              this image features an anthro intersex fennec fox with medium breasts and a canine genitalia    \n",
+       "                   with a knot at it's base.                                                                       \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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knot at it's base. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;19;158;82mknot\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis image features an anthro intersex fennec fox with medium breasts and a canine genitalia \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith a \u001b[0m\u001b[1;38;2;19;158;82mknot\u001b[0m\u001b[30m at it's base. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;56;20;68mcanine\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis image features an anthro intersex fennec fox with medium breasts and a \u001b[0m\u001b[1;38;2;56;20;68mcanine\u001b[0m\u001b[30m genitalia \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith a knot at it's base. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;79;167;35manthro\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis image features an \u001b[0m\u001b[1;38;2;79;167;35manthro\u001b[0m\u001b[30m intersex fennec fox with medium breasts and a canine genitalia \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith a knot at it's base. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;28;99;175mfennec\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis image features an anthro intersex \u001b[0m\u001b[1;38;2;28;99;175mfennec\u001b[0m\u001b[30m fox with medium breasts and a canine genitalia \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith a knot at it's base. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;109;65;84mfox\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis image features an anthro intersex fennec \u001b[0m\u001b[1;38;2;109;65;84mfox\u001b[0m\u001b[30m with medium breasts and a canine genitalia \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith a knot at it's base. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\00845-1683561778.txt                     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  female           this photo features a female anthro fox getting raped by blue tentacles.                        \n",
+       "                                                                                                                   \n",
+       "  tentacles        this photo features a female anthro fox getting raped by blue tentacles.                        \n",
+       "                                                                                                                   \n",
+       "  anthro           this photo features a female anthro fox getting raped by blue tentacles.                        \n",
+       "                                                                                                                   \n",
+       "  fox              this photo features a female anthro fox getting raped by blue tentacles.                        \n",
+       "                                                                                                                   \n",
+       "  blue tentacles   this photo features a female anthro fox getting raped by blue tentacles.                        \n",
+       "                                                                                                                   \n",
+       "  photo            this photo features a female anthro fox getting raped by blue tentacles.                        \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\07bd3943-bd6c-4c9b-9e0a-683ed1b92899.t…  \n",
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+       "  female           the image features a female anthro hyena standing naked in a well-lit room with open mouth.     \n",
+       "                                                                                                                   \n",
+       "  hyena            the image features a female anthro hyena standing naked in a well-lit room with open mouth.     \n",
+       "                                                                                                                   \n",
+       "  anthro           the image features a female anthro hyena standing naked in a well-lit room with open mouth.     \n",
+       "                                                                                                                   \n",
+       "  open mouth       the image features a female anthro hyena standing naked in a well-lit room with open mouth.     \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\10846033.txt                             \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  whiskers         the raccoon’s fur is a mix of gray and black with lighter tones around the nose and its       \n",
+       "                   large dark eyes and long white whiskers give it an expression of curiosity.                     \n",
+       "                                                                                                                   \n",
+       "  feral            the image presents a feral raccoon instantly recognizable by its distinctive “mask” of      \n",
+       "                   black fur around its eyes set against the backdrop of a natural rocky environment.              \n",
+       "                                                                                                                   \n",
+       "  fur              the image presents a feral raccoon instantly recognizable by its distinctive “mask” of      \n",
+       "                   black fur around its eyes set against the backdrop of a natural rocky environment.              \n",
+       "                                                                                                                   \n",
+       "  fur              the raccoon’s fur is a mix of gray and black with lighter tones around the nose and its       \n",
+       "                   large dark eyes and long white whiskers give it an expression of curiosity.                     \n",
+       "                                                                                                                   \n",
+       "  black fur        the image presents a feral raccoon instantly recognizable by its distinctive “mask” of      \n",
+       "                   black fur around its eyes set against the backdrop of a natural rocky environment.              \n",
+       "                                                                                                                   \n",
+       "  raccoon          the image presents a feral raccoon instantly recognizable by its distinctive “mask” of      \n",
+       "                   black fur around its eyes set against the backdrop of a natural rocky environment.              \n",
+       "                                                                                                                   \n",
+       "  raccoon          the wet rocks and presence of water suggest the raccoon may be near a stream or pond a common   \n",
+       "                   habitat for these adaptable creatures.                                                          \n",
+       "                                                                                                                   \n",
+       "  raccoon          the background is blurry allowing the viewer to focus on the raccoon.                           \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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\u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;51;1;5mraccoon\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe wet rocks and presence of water suggest the \u001b[0m\u001b[1;38;2;51;1;5mraccoon\u001b[0m\u001b[30m may be near a stream or pond a common \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mhabitat for these adaptable creatures. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;51;1;5mraccoon\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is blurry allowing the viewer to focus on the \u001b[0m\u001b[1;38;2;51;1;5mraccoon\u001b[0m\u001b[30m. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m 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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\10846076.txt                             \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  bear             the image depicts a feral brown bear partially submerged in the still waters of its natural     \n",
+       "                   habitat.                                                                                        \n",
+       "                                                                                                                   \n",
+       "  feral            the image depicts a feral brown bear partially submerged in the still waters of its natural     \n",
+       "                   habitat.                                                                                        \n",
+       "                                                                                                                   \n",
+       "  fur              the bear’s dense fur now wet and glistening reflects the light emphasizing the bear’s       \n",
+       "                   robust physique.                                                                                \n",
+       "                                                                                                                   \n",
+       "  brown bear       the image depicts a feral brown bear partially submerged in the still waters of its natural     \n",
+       "                   habitat.                                                                                        \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\1539232.txt                              \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snow             a snow leopard resting on a rocky outcrop in a snowy landscape.                                 \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's spotted fur is covered in a layer of fresh snow giving it a pristine white   \n",
+       "                   appearance.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's body is sprawled out with its powerful legs splayed out in a relaxed yet     \n",
+       "                   poised pose.                                                                                    \n",
+       "                                                                                                                   \n",
+       "  snow             the rocky outcrop provides a natural perch for the snow leopard allowing it to survey its       \n",
+       "                   surroundings and bask in the warmth of the sunlight filtering through the snow.                 \n",
+       "                                                                                                                   \n",
+       "  fur              the snow leopard's spotted fur is covered in a layer of fresh snow giving it a pristine white   \n",
+       "                   appearance.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  snow leopard     a snow leopard resting on a rocky outcrop in a snowy landscape.                                 \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's spotted fur is covered in a layer of fresh snow giving it a pristine white   \n",
+       "                   appearance.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's body is sprawled out with its powerful legs splayed out in a relaxed yet     \n",
+       "                   poised pose.                                                                                    \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the rocky outcrop provides a natural perch for the snow leopard allowing it to survey its       \n",
+       "                   surroundings and bask in the warmth of the sunlight filtering through the snow.                 \n",
+       "                                                                                                                   \n",
+       "  winter           the background is a serene winter scene with falling snowflakes creating a magical ethereal     \n",
+       "                   atmosphere.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  leopard          a snow leopard resting on a rocky outcrop in a snowy landscape.                                 \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard's spotted fur is covered in a layer of fresh snow giving it a pristine white   \n",
+       "                   appearance.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard's body is sprawled out with its powerful legs splayed out in a relaxed yet     \n",
+       "                   poised pose.                                                                                    \n",
+       "                                                                                                                   \n",
+       "  leopard          the rocky outcrop provides a natural perch for the snow leopard allowing it to survey its       \n",
+       "                   surroundings and bask in the warmth of the sunlight filtering through the snow.                 \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mappearance. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[30m resting on a rocky outcrop in a snowy landscape. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[30m's spotted fur is covered in a layer of fresh snow giving it a pristine white \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mappearance. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[30m's body is sprawled out with its powerful legs splayed out in a relaxed yet \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mpoised pose. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe rocky outcrop provides a natural perch for the \u001b[0m\u001b[1;38;2;151;126;21msnow leopard\u001b[0m\u001b[30m allowing it to survey its \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30msurroundings and bask in the warmth of the sunlight filtering through the snow. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;189;47;140mwinter\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is a serene \u001b[0m\u001b[1;38;2;189;47;140mwinter\u001b[0m\u001b[30m scene with falling snowflakes creating a magical ethereal \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30matmosphere. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m 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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\1f049eb995024948b6b7f2205e0703af.txt     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  sylveon          the image features a sylveon giving a blowjob to somebody.                                      \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\2018-12-02-19-17-46-1200x800.txt         \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snow             its striking orange fur adorned with bold black stripes stands in stark contrast to the white   \n",
+       "                   snow that clings to its coat.                                                                   \n",
+       "                                                                                                                   \n",
+       "  feral            the image portrays a feral tiger moving through a tranquil snowy landscape.                     \n",
+       "                                                                                                                   \n",
+       "  tiger            the image portrays a feral tiger moving through a tranquil snowy landscape.                     \n",
+       "                                                                                                                   \n",
+       "  fur              its striking orange fur adorned with bold black stripes stands in stark contrast to the white   \n",
+       "                   snow that clings to its coat.                                                                   \n",
+       "                                                                                                                   \n",
+       "  orange fur       its striking orange fur adorned with bold black stripes stands in stark contrast to the white   \n",
+       "                   snow that clings to its coat.                                                                   \n",
+       "                                                                                                                   \n",
+       "  stripes          its striking orange fur adorned with bold black stripes stands in stark contrast to the white   \n",
+       "                   snow that clings to its coat.                                                                   \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n" + ], + "text/plain": [ + " \n", + " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\2018-12-02-19-17-46-1200x800.txt \u001b[0m\u001b[1m \u001b[0m \n", + " ───────────────────────────────────────────────────────────────────────────────���───────────────────────────────── \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;195;141;166msnow\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits striking orange fur adorned with bold black stripes stands in stark contrast to the white \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;195;141;166msnow\u001b[0m\u001b[30m that clings to its coat. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;84;197;85mferal\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image portrays a \u001b[0m\u001b[1;38;2;84;197;85mferal\u001b[0m\u001b[30m tiger moving through a tranquil snowy landscape. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;116;22;63mtiger\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image portrays a feral \u001b[0m\u001b[1;38;2;116;22;63mtiger\u001b[0m\u001b[30m moving through a tranquil snowy landscape. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;111;15;129mfur\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits striking orange \u001b[0m\u001b[1;38;2;111;15;129mfur\u001b[0m\u001b[30m adorned with bold black stripes stands in stark contrast to the white \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30msnow that clings to its coat. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;37;100;102morange fur\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits striking \u001b[0m\u001b[1;38;2;37;100;102morange fur\u001b[0m\u001b[30m adorned with bold black stripes stands in stark contrast to the white \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30msnow that clings to its coat. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m\u001b[1;38;2;69;26;7mstripes\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits striking orange fur adorned with bold black \u001b[0m\u001b[1;38;2;69;26;7mstripes\u001b[0m\u001b[30m stands in stark contrast to the white \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30msnow that clings to its coat. \u001b[0m\u001b[30m \u001b[0m \n", + " \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n", + " \n" + ] + }, + "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ - "
Tag \"leopard\" found in caption \"the snow leopard is sitting on a rocky outcrop surrounded by a snowy landscape.\"\n",
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\37398.txt                                \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snow             a snow leopard sitting in a snowy landscape.                                                    \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard has a spotted furry body with a thick fluffy coat that is covered in snow.     \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's pose is relaxed with its front paws resting on the snow-covered ground and   \n",
+       "                   its tail curled around its body.                                                                \n",
+       "                                                                                                                   \n",
+       "  snow             the snow is thick and packed creating a pristine untouched winter wonderland.                   \n",
+       "                                                                                                                   \n",
+       "  snow leopard     a snow leopard sitting in a snowy landscape.                                                    \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard has a spotted furry body with a thick fluffy coat that is covered in snow.     \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's pose is relaxed with its front paws resting on the snow-covered ground and   \n",
+       "                   its tail curled around its body.                                                                \n",
+       "                                                                                                                   \n",
+       "  winter           the snow is thick and packed creating a pristine untouched winter wonderland.                   \n",
+       "                                                                                                                   \n",
+       "  sky              the sky is a brilliant blue with a few fluffy clouds drifting overhead.                         \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
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       ],
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-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;197;97;7mleopard\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the snow \u001b[0m\u001b[1;38;2;197;97;7mleopard\u001b[0m\u001b[32m is sitting on a rocky outcrop surrounded by a snowy landscape.\"\u001b[0m\n"
-      ]
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-    },
-    {
-     "data": {
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\37398.txt                              \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30m leopard sitting in a \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30my landscape.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30m leopard has a spotted furry body with a thick fluffy coat that is covered in \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30m.   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30m leopard's pose is relaxed with its front paws resting on the \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30m-covered ground and \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mits tail curled around its body.                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;131;59;25msnow\u001b[0m\u001b[30m is thick and packed creating a pristine untouched winter wonderland.                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;198;88;118msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;198;88;118msnow leopard\u001b[0m\u001b[30m sitting in a snowy landscape.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;198;88;118msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;198;88;118msnow leopard\u001b[0m\u001b[30m has a spotted furry body with a thick fluffy coat that is covered in snow.   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;198;88;118msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;198;88;118msnow leopard\u001b[0m\u001b[30m's pose is relaxed with its front paws resting on the snow-covered ground and \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mits tail curled around its body.                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;10;146;137mwinter\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow is thick and packed creating a pristine untouched \u001b[0m\u001b[1;38;2;10;146;137mwinter\u001b[0m\u001b[30m wonderland.                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;38;172;57msky\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;38;172;57msky\u001b[0m\u001b[30m is a brilliant blue with a few fluffy clouds drifting overhead.                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
       "text/html": [
-       "
Tag \"leopard\" found in caption \"the snow leopard's eyes are focused downward its expression is calm and serene.\"\n",
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\3dfb5542-b462-435b-b204-83b76122f4a1.t…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  anthro           the image features a female anthro black wolf laying on her back on a bed in lingerie.          \n",
+       "                                                                                                                   \n",
+       "  female           the image features a female anthro black wolf laying on her back on a bed in lingerie.          \n",
+       "                                                                                                                   \n",
+       "  bed              the image features a female anthro black wolf laying on her back on a bed in lingerie.          \n",
+       "                                                                                                                   \n",
+       "  wolf             the image features a female anthro black wolf laying on her back on a bed in lingerie.          \n",
+       "                                                                                                                   \n",
+       "  lingerie         the image features a female anthro black wolf laying on her back on a bed in lingerie.          \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
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-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;124;47;25mleopard\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the snow \u001b[0m\u001b[1;38;2;124;47;25mleopard\u001b[0m\u001b[32m's eyes are focused downward its expression is calm and serene.\"\u001b[0m\n"
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\3dfb5542-b462-435b-b204-83b76122f4a1.t…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;16;64;8manthro\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a female \u001b[0m\u001b[1;38;2;16;64;8manthro\u001b[0m\u001b[30m black wolf laying on her back on a bed in lingerie.        \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;3;162;26mlingerie\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a female anthro black wolf laying on her back on a bed in \u001b[0m\u001b[1;38;2;3;162;26mlingerie\u001b[0m\u001b[30m.        \u001b[0m\u001b[30m \u001b[0m \n",
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+       "                                                                                                                   \n"
       ]
      },
      "metadata": {},
@@ -5843,17 +772,23 @@
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-       "\n",
+       "
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\441e95f17163856adbcdee6b1b2cb433.txt     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  feral            this image features three feral black and brown mastiffs all of whom are presenting their       \n",
+       "                   hindquarters to the viewer.                                                                     \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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-       "\n"
+       "                                                                                                                   \n",
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+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
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+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mhindquarters to the viewer.                                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
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Tag \"scales\" found in caption \"the background is dark allowing the scales to take center stage and drawing the \n",
-       "viewer's attention to the intricate patterns and colors of the reptile's skin.\"\n",
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\74a76661fe5840e08f7724cabd93b289.pngtp…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  anthro           the image features an anthro female lynx with long silver hair and green eyes.                  \n",
+       "                                                                                                                   \n",
+       "  hair             the image features an anthro female lynx with long silver hair and green eyes.                  \n",
+       "                                                                                                                   \n",
+       "  female           the image features an anthro female lynx with long silver hair and green eyes.                  \n",
+       "                                                                                                                   \n",
+       "  lynx             the image features an anthro female lynx with long silver hair and green eyes.                  \n",
+       "                                                                                                                   \n",
+       "  hat              she has a black hat with holes that allow her ears to perk up and a black vest with a grey      \n",
+       "                   hoodie under it.                                                                                \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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-       "\u001b[32mviewer's attention to the intricate patterns and colors of the reptile's skin.\"\u001b[0m\n"
+       "                                                                                                                   \n",
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+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mhoodie under it.                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
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+       "
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\7af8f639c59f0276970a3b476778c9a5.txt     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  female           the image features a feral female coyote standing in the middle presenting her hindquarters.    \n",
+       "                                                                                                                   \n",
+       "  feral            the image features a feral female coyote standing in the middle presenting her hindquarters.    \n",
+       "                                                                                                                   \n",
+       "  presenting       the image features a feral female coyote standing in the middle presenting her hindquarters.    \n",
+       "                                                                                                                   \n",
+       "  coyote           the image features a feral female coyote standing in the middle presenting her hindquarters.    \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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+       "                                                                                                                   \n",
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+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
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Tag \"scales\" found in caption \"the scales exhibit a metallic sheen reflecting the light in a way that creates a \n",
-       "mesmerizing almost iridescent effect.\"\n",
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+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  anthro           the image features an anthro female wolf riding a bycicle.                                      \n",
+       "                                                                                                                   \n",
+       "  female           the image features an anthro female wolf riding a bycicle.                                      \n",
+       "                                                                                                                   \n",
+       "  wolf             the image features an anthro female wolf riding a bycicle.                                      \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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-       "\n",
-       "C:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\129440_Iridescent-fish-scales_shutterstock_586009376\n",
-       "---Index.txt\n",
-       "\n",
+       "                                                                                                                   \n",
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+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
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+       "                                                                                                                   \n"
+      ]
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+     "output_type": "display_data"
+    },
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                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\83973-fox-foxes-face.txt                 \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fox              this is a photo a feral fox its vibrant orange-red fur standing out against the soft hues of a  \n",
+       "                   blurred background.                                                                             \n",
+       "                                                                                                                   \n",
+       "  fox              with its mouth open and teeth visible the fox appears to be mid-vocalization perhaps calling    \n",
+       "                   out or simply caught in a moment of breath.                                                     \n",
+       "                                                                                                                   \n",
+       "  feral            this is a photo a feral fox its vibrant orange-red fur standing out against the soft hues of a  \n",
+       "                   blurred background.                                                                             \n",
+       "                                                                                                                   \n",
+       "  fur              this is a photo a feral fox its vibrant orange-red fur standing out against the soft hues of a  \n",
+       "                   blurred background.                                                                             \n",
+       "                                                                                                                   \n",
+       "  fur              the thick fur hints at the fox’s adaptation to cooler climates and the overall composition    \n",
+       "                   of the image.                                                                                   \n",
+       "                                                                                                                   \n",
+       "  teeth            with its mouth open and teeth visible the fox appears to be mid-vocalization perhaps calling    \n",
+       "                   out or simply caught in a moment of breath.                                                     \n",
+       "                                                                                                                   \n",
+       "  photo            this is a photo a feral fox its vibrant orange-red fur standing out against the soft hues of a  \n",
+       "                   blurred background.                                                                             \n",
+       "                                                                                                                   \n",
+       "  blurred          this is a photo a feral fox its vibrant orange-red fur standing out against the soft hues of a  \n",
+       "  background       blurred background.                                                                             \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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-       "\u001b[1m---Index.txt\u001b[0m\n",
-       "\n"
+       "                                                                                                                   \n",
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+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;121;161;33mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis is a photo a feral \u001b[0m\u001b[1;38;2;121;161;33mfox\u001b[0m\u001b[30m its vibrant orange-red fur standing out against the soft hues of a\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mblurred background.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[36m \u001b[0m\u001b[1;38;2;121;161;33mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith its mouth open and teeth visible the \u001b[0m\u001b[1;38;2;121;161;33mfox\u001b[0m\u001b[30m appears to be mid-vocalization perhaps calling  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mout or simply caught in a moment of breath.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;151;99;90mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis is a photo a \u001b[0m\u001b[1;38;2;151;99;90mferal\u001b[0m\u001b[30m fox its vibrant orange-red fur standing out against the soft hues of a\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mblurred background.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;66;75;85mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis is a photo a feral fox its vibrant orange-red \u001b[0m\u001b[1;38;2;66;75;85mfur\u001b[0m\u001b[30m standing out against the soft hues of a\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mblurred background.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;66;75;85mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe thick \u001b[0m\u001b[1;38;2;66;75;85mfur\u001b[0m\u001b[30m hints at the fox’s adaptation to cooler climates and the overall composition  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mof the image.                                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;155;17;163mteeth\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mwith its mouth open and \u001b[0m\u001b[1;38;2;155;17;163mteeth\u001b[0m\u001b[30m visible the fox appears to be mid-vocalization perhaps calling  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mout or simply caught in a moment of breath.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;52;92;193mphoto\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis is a \u001b[0m\u001b[1;38;2;52;92;193mphoto\u001b[0m\u001b[30m a feral fox its vibrant orange-red fur standing out against the soft hues of a\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mblurred background.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;79;44;1mblurred \u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis is a photo a feral fox its vibrant orange-red fur standing out against the soft hues of a\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;79;44;1mbackground\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;79;44;1mblurred background\u001b[0m\u001b[30m.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
       ]
      },
      "metadata": {},
@@ -5926,28 +971,76 @@
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       "text/html": [
-       "
Tag \"scalie\" found in caption \"a close-up view of a scalie's scales which are shimmering in a vibrant array of \n",
-       "blues and greens.\"\n",
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\882adc1422e945259cf54be10ab8270e.txt     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  gabumon          this photo features a female anthro gabumon standing outside by a swimming pool naked.          \n",
+       "                                                                                                                   \n",
+       "  female           this photo features a female anthro gabumon standing outside by a swimming pool naked.          \n",
+       "                                                                                                                   \n",
+       "  anthro           this photo features a female anthro gabumon standing outside by a swimming pool naked.          \n",
+       "                                                                                                                   \n",
+       "  outside          this photo features a female anthro gabumon standing outside by a swimming pool naked.          \n",
+       "                                                                                                                   \n",
+       "  swimming pool    this photo features a female anthro gabumon standing outside by a swimming pool naked.          \n",
+       "                                                                                                                   \n",
+       "  photo            this photo features a female anthro gabumon standing outside by a swimming pool naked.          \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
\n"
       ],
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-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;49;172;84mscalie\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"a close-up view of a \u001b[0m\u001b[1;38;2;49;172;84mscalie\u001b[0m\u001b[32m's scales which are shimmering in a vibrant array of \u001b[0m\n",
-       "\u001b[32mblues and greens.\"\u001b[0m\n"
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-       "
Tag \"scalie\" found in caption \"the background is dark allowing the scales to take center stage and drawing the \n",
-       "viewer's attention to the intricate patterns and colors of the scalie's skin.\"\n",
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\882adc1422e945259cf54be10ab8270e.txt   \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;147;134;70mgabumon\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis photo features a female anthro \u001b[0m\u001b[1;38;2;147;134;70mgabumon\u001b[0m\u001b[30m standing outside by a swimming pool naked.        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;1;51;125moutside\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis photo features a female anthro gabumon standing \u001b[0m\u001b[1;38;2;1;51;125moutside\u001b[0m\u001b[30m by a swimming pool naked.        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;84;109;124mswimming pool\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis photo features a female anthro gabumon standing outside by a \u001b[0m\u001b[1;38;2;84;109;124mswimming pool\u001b[0m\u001b[30m naked.        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;166;69;2mphoto\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthis \u001b[0m\u001b[1;38;2;166;69;2mphoto\u001b[0m\u001b[30m features a female anthro gabumon standing outside by a swimming pool naked.        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\8a3caa4d-1fbf-473c-80cb-b632b4db2480.t…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  female           the image features a female anthro husky laying on her back on a bed naked.                     \n",
+       "                                                                                                                   \n",
+       "  anthro           the image features a female anthro husky laying on her back on a bed naked.                     \n",
+       "                                                                                                                   \n",
+       "  bed              the image features a female anthro husky laying on her back on a bed naked.                     \n",
+       "                                                                                                                   \n",
+       "  husky            the image features a female anthro husky laying on her back on a bed naked.                     \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
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-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;133;213;117mscalie\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the background is dark allowing the scales to take center stage and drawing the \u001b[0m\n",
-       "\u001b[32mviewer's attention to the intricate patterns and colors of the \u001b[0m\u001b[1;38;2;133;213;117mscalie\u001b[0m\u001b[32m's skin.\"\u001b[0m\n"
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\8a3caa4d-1fbf-473c-80cb-b632b4db2480.t…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;42;125;164mfemale\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a \u001b[0m\u001b[1;38;2;42;125;164mfemale\u001b[0m\u001b[30m anthro husky laying on her back on a bed naked.                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;106;95;91manthro\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a female \u001b[0m\u001b[1;38;2;106;95;91manthro\u001b[0m\u001b[30m husky laying on her back on a bed naked.                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;149;45;54mbed\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a female anthro husky laying on her back on a \u001b[0m\u001b[1;38;2;149;45;54mbed\u001b[0m\u001b[30m naked.                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;77;185;97mhusky\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a female anthro \u001b[0m\u001b[1;38;2;77;185;97mhusky\u001b[0m\u001b[30m laying on her back on a bed naked.                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
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      "metadata": {},
@@ -5956,32 +1049,903 @@
     {
      "data": {
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-       "
\n",
-       "\n",
-       "C:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\p86qy9k3xm851.txt\n",
-       "\n",
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\animal-fur-2.txt                         \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fur              the image showcases a close-up view of thick well-groomed animal fur with a rich texture.       \n",
+       "                                                                                                                   \n",
+       "  fur              the fur appears soft and dense featuring various shades of brown that create a warm inviting    \n",
+       "                   appearance.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  fur              the individual hairs are clearly visible each contributing to the overall natural pattern and   \n",
+       "                   flow of the fur.                                                                                \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
\n"
       ],
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-       "\n",
-       "\n",
-       "\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\p86qy9k3xm851.txt\u001b[0m\n",
-       "\n"
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-       "
Tag \"scales\" found in caption \"the snake has vibrant iridescent scales that glisten in the light creating a \n",
-       "rainbow-like pattern.\"\n",
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\animal-fur-2.txt                       \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;149;35;165mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image showcases a close-up view of thick well-groomed animal \u001b[0m\u001b[1;38;2;149;35;165mfur\u001b[0m\u001b[30m with a rich texture.     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;149;35;165mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;149;35;165mfur\u001b[0m\u001b[30m appears soft and dense featuring various shades of brown that create a warm inviting  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mappearance.                                                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;149;35;165mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe individual hairs are clearly visible each contributing to the overall natural pattern and \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mflow of the \u001b[0m\u001b[1;38;2;149;35;165mfur\u001b[0m\u001b[30m.                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
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+     "output_type": "display_data"
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+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\b4584b0f5f4d11df8181000b2f3ed30f.txt     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  feral            The image depicts a majestic feral wolf in motion its fur a blend of white and grey that        \n",
+       "                   mirrors the snowy environment it traverses.                                                     \n",
+       "                                                                                                                   \n",
+       "  fur              The image depicts a majestic feral wolf in motion its fur a blend of white and grey that        \n",
+       "                   mirrors the snowy environment it traverses.                                                     \n",
+       "                                                                                                                   \n",
+       "  wolf             The image depicts a majestic feral wolf in motion its fur a blend of white and grey that        \n",
+       "                   mirrors the snowy environment it traverses.                                                     \n",
+       "                                                                                                                   \n",
+       "  wolf             As the wolf bounds through the landscape snowflakes are stirred into the air creating a         \n",
+       "                   dynamic sense of movement.                                                                      \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;42;63;40mscales\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the snake has vibrant iridescent \u001b[0m\u001b[1;38;2;42;63;40mscales\u001b[0m\u001b[32m that glisten in the light creating a \u001b[0m\n",
-       "\u001b[32mrainbow-like pattern.\"\u001b[0m\n"
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\b4584b0f5f4d11df8181000b2f3ed30f.txt   \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;169;86;167mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a majestic \u001b[0m\u001b[1;38;2;169;86;167mferal\u001b[0m\u001b[30m wolf in motion its fur a blend of white and grey that      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mmirrors the snowy environment it traverses.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;94;184;197mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a majestic feral wolf in motion its \u001b[0m\u001b[1;38;2;94;184;197mfur\u001b[0m\u001b[30m a blend of white and grey that      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mmirrors the snowy environment it traverses.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;154;108;126mwolf\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a majestic feral \u001b[0m\u001b[1;38;2;154;108;126mwolf\u001b[0m\u001b[30m in motion its fur a blend of white and grey that      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mmirrors the snowy environment it traverses.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;154;108;126mwolf\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mAs the \u001b[0m\u001b[1;38;2;154;108;126mwolf\u001b[0m\u001b[30m bounds through the landscape snowflakes are stirred into the air creating a       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mdynamic sense of movement.                                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\BifrostprojectV4.8.safetensorsUpscale_…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  realistic        The image portrays a realistic anthro female wolf a canid mammal of the Canis genus.            \n",
+       "                                                                                                                   \n",
+       "  canid            The image portrays a realistic anthro female wolf a canid mammal of the Canis genus.            \n",
+       "                                                                                                                   \n",
+       "  mammal           The image portrays a realistic anthro female wolf a canid mammal of the Canis genus.            \n",
+       "                                                                                                                   \n",
+       "  solo             She stands solo her black fur glistening with moisture and her black nose accentuated against   \n",
+       "                   her dark coat.                                                                                  \n",
+       "                                                                                                                   \n",
+       "  fur              She stands solo her black fur glistening with moisture and her black nose accentuated against   \n",
+       "                   her dark coat.                                                                                  \n",
+       "                                                                                                                   \n",
+       "  anthro           The image portrays a realistic anthro female wolf a canid mammal of the Canis genus.            \n",
+       "                                                                                                                   \n",
+       "  wolf             The image portrays a realistic anthro female wolf a canid mammal of the Canis genus.            \n",
+       "                                                                                                                   \n",
+       "  black fur        She stands solo her black fur glistening with moisture and her black nose accentuated against   \n",
+       "                   her dark coat.                                                                                  \n",
+       "                                                                                                                   \n",
+       "  black nose       She stands solo her black fur glistening with moisture and her black nose accentuated against   \n",
+       "                   her dark coat.                                                                                  \n",
+       "                                                                                                                   \n",
+       "  yellow eyes      Her yellow eyes hold the viewer’s gaze.                                                       \n",
+       "                                                                                                                   \n",
+       "  female           The image portrays a realistic anthro female wolf a canid mammal of the Canis genus.            \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\BifrostprojectV4.8.safetensorsUpscale_…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;62;24;65mrealistic\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image portrays a \u001b[0m\u001b[1;38;2;62;24;65mrealistic\u001b[0m\u001b[30m anthro female wolf a canid mammal of the Canis genus.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;190;75;123mcanid\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image portrays a realistic anthro female wolf a \u001b[0m\u001b[1;38;2;190;75;123mcanid\u001b[0m\u001b[30m mammal of the Canis genus.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;98;177;158mmammal\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image portrays a realistic anthro female wolf a canid \u001b[0m\u001b[1;38;2;98;177;158mmammal\u001b[0m\u001b[30m of the Canis genus.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;189;60;159msolo\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe stands \u001b[0m\u001b[1;38;2;189;60;159msolo\u001b[0m\u001b[30m her black fur glistening with moisture and her black nose accentuated against \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mher dark coat.                                                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;147;106;91mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe stands solo her black \u001b[0m\u001b[1;38;2;147;106;91mfur\u001b[0m\u001b[30m glistening with moisture and her black nose accentuated against \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mher dark coat.                                                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;97;135;174manthro\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image portrays a realistic \u001b[0m\u001b[1;38;2;97;135;174manthro\u001b[0m\u001b[30m female wolf a canid mammal of the Canis genus.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;147;74;10mwolf\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image portrays a realistic anthro female \u001b[0m\u001b[1;38;2;147;74;10mwolf\u001b[0m\u001b[30m a canid mammal of the Canis genus.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;5;8;198mblack fur\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe stands solo her \u001b[0m\u001b[1;38;2;5;8;198mblack fur\u001b[0m\u001b[30m glistening with moisture and her black nose accentuated against \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mher dark coat.                                                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;190;27;0mblack nose\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe stands solo her black fur glistening with moisture and her \u001b[0m\u001b[1;38;2;190;27;0mblack nose\u001b[0m\u001b[30m accentuated against \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mher dark coat.                                                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;136;70myellow eyes\u001b[0m\u001b[36m   \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mHer \u001b[0m\u001b[1;38;2;156;136;70myellow eyes\u001b[0m\u001b[30m hold the viewer’s gaze.                                                     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;10;192;158mfemale\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image portrays a realistic anthro \u001b[0m\u001b[1;38;2;10;192;158mfemale\u001b[0m\u001b[30m wolf a canid mammal of the Canis genus.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\BifrostprojectV4.8.safetensorsUpscale_…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  female           The image depicts a solo anthro female red panda a mammal known for its multicolored fur        \n",
+       "                   including orange brown black and white.                                                         \n",
+       "                                                                                                                   \n",
+       "  mammal           The image depicts a solo anthro female red panda a mammal known for its multicolored fur        \n",
+       "                   including orange brown black and white.                                                         \n",
+       "                                                                                                                   \n",
+       "  solo             The image depicts a solo anthro female red panda a mammal known for its multicolored fur        \n",
+       "                   including orange brown black and white.                                                         \n",
+       "                                                                                                                   \n",
+       "  fur              The image depicts a solo anthro female red panda a mammal known for its multicolored fur        \n",
+       "                   including orange brown black and white.                                                         \n",
+       "                                                                                                                   \n",
+       "  fur              The detailed fur shows intricate markings and patterns especially around the face with brown    \n",
+       "                   eyes and inner ear fluff adding to its charm.                                                   \n",
+       "                                                                                                                   \n",
+       "  outside          It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "                   includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  whiskers         She has a black nose long white whiskers and is looking at the viewer with an open mouth where  \n",
+       "                   its tongue is slightly visible.                                                                 \n",
+       "                                                                                                                   \n",
+       "  black nose       She has a black nose long white whiskers and is looking at the viewer with an open mouth where  \n",
+       "                   its tongue is slightly visible.                                                                 \n",
+       "                                                                                                                   \n",
+       "  day              It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "                   includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  detailed         It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "  background       includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  red panda        The image depicts a solo anthro female red panda a mammal known for its multicolored fur        \n",
+       "                   including orange brown black and white.                                                         \n",
+       "                                                                                                                   \n",
+       "  sky              It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "                   includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  rock             It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "                   includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  rock             The claws are visible as it grips the rock highlighting its wild nature.                        \n",
+       "                                                                                                                   \n",
+       "  detailed fur     The detailed fur shows intricate markings and patterns especially around the face with brown    \n",
+       "                   eyes and inner ear fluff adding to its charm.                                                   \n",
+       "                                                                                                                   \n",
+       "  sitting          It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "                   includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  tongue           She has a black nose long white whiskers and is looking at the viewer with an open mouth where  \n",
+       "                   its tongue is slightly visible.                                                                 \n",
+       "                                                                                                                   \n",
+       "  detailed         It is sitting on a rock outside during the day with a blurred yet detailed background that      \n",
+       "                   includes the sky and hints of natural scenery.                                                  \n",
+       "                                                                                                                   \n",
+       "  detailed         The detailed fur shows intricate markings and patterns especially around the face with brown    \n",
+       "                   eyes and inner ear fluff adding to its charm.                                                   \n",
+       "                                                                                                                   \n",
+       "  open mouth       She has a black nose long white whiskers and is looking at the viewer with an open mouth where  \n",
+       "                   its tongue is slightly visible.                                                                 \n",
+       "                                                                                                                   \n",
+       "  claws            The claws are visible as it grips the rock highlighting its wild nature.                        \n",
+       "                                                                                                                   \n",
+       "  markings         The detailed fur shows intricate markings and patterns especially around the face with brown    \n",
+       "                   eyes and inner ear fluff adding to its charm.                                                   \n",
+       "                                                                                                                   \n",
+       "  brown eyes       The detailed fur shows intricate markings and patterns especially around the face with brown    \n",
+       "                   eyes and inner ear fluff adding to its charm.                                                   \n",
+       "                                                                                                                   \n",
+       "  inner ear        The detailed fur shows intricate markings and patterns especially around the face with brown    \n",
+       "  fluff            eyes and inner ear fluff adding to its charm.                                                   \n",
+       "                                                                                                                   \n",
+       "  multicolored     The image depicts a solo anthro female red panda a mammal known for its multicolored fur        \n",
+       "  fur              including orange brown black and white.                                                         \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\BifrostprojectV4.8.safetensorsUpscale_…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;107;4;129mfemale\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a solo anthro \u001b[0m\u001b[1;38;2;107;4;129mfemale\u001b[0m\u001b[30m red panda a mammal known for its multicolored fur      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincluding orange brown black and white.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;100;78;37mmammal\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a solo anthro female red panda a \u001b[0m\u001b[1;38;2;100;78;37mmammal\u001b[0m\u001b[30m known for its multicolored fur      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincluding orange brown black and white.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;176;199;181msolo\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a \u001b[0m\u001b[1;38;2;176;199;181msolo\u001b[0m\u001b[30m anthro female red panda a mammal known for its multicolored fur      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincluding orange brown black and white.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;183;14;15mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a solo anthro female red panda a mammal known for its multicolored \u001b[0m\u001b[1;38;2;183;14;15mfur\u001b[0m\u001b[30m      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincluding orange brown black and white.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;183;14;15mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed \u001b[0m\u001b[1;38;2;183;14;15mfur\u001b[0m\u001b[30m shows intricate markings and patterns especially around the face with brown  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30meyes and inner ear fluff adding to its charm.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;91;79;62moutside\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is sitting on a rock \u001b[0m\u001b[1;38;2;91;79;62moutside\u001b[0m\u001b[30m during the day with a blurred yet detailed background that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the sky and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;5;73;108mwhiskers\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe has a black nose long white \u001b[0m\u001b[1;38;2;5;73;108mwhiskers\u001b[0m\u001b[30m and is looking at the viewer with an open mouth where\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mits tongue is slightly visible.                                                               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;70;136;28mblack nose\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe has a \u001b[0m\u001b[1;38;2;70;136;28mblack nose\u001b[0m\u001b[30m long white whiskers and is looking at the viewer with an open mouth where\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mits tongue is slightly visible.                                                               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;111;89;34mday\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is sitting on a rock outside during the \u001b[0m\u001b[1;38;2;111;89;34mday\u001b[0m\u001b[30m with a blurred yet detailed background that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the sky and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;81;151;8mdetailed \u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is sitting on a rock outside during the day with a blurred yet \u001b[0m\u001b[1;38;2;81;151;8mdetailed background\u001b[0m\u001b[30m that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;81;151;8mbackground\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the sky and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;125;181;122mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a solo anthro female \u001b[0m\u001b[1;38;2;125;181;122mred panda\u001b[0m\u001b[30m a mammal known for its multicolored fur      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincluding orange brown black and white.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;71;41;88msky\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is sitting on a rock outside during the day with a blurred yet detailed background that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the \u001b[0m\u001b[1;38;2;71;41;88msky\u001b[0m\u001b[30m and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;111;137;29mrock\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is sitting on a \u001b[0m\u001b[1;38;2;111;137;29mrock\u001b[0m\u001b[30m outside during the day with a blurred yet detailed background that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the sky and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;111;137;29mrock\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe claws are visible as it grips the \u001b[0m\u001b[1;38;2;111;137;29mrock\u001b[0m\u001b[30m highlighting its wild nature.                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;192;86;141mdetailed fur\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe \u001b[0m\u001b[1;38;2;192;86;141mdetailed fur\u001b[0m\u001b[30m shows intricate markings and patterns especially around the face with brown  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30meyes and inner ear fluff adding to its charm.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;199;68;81msitting\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is \u001b[0m\u001b[1;38;2;199;68;81msitting\u001b[0m\u001b[30m on a rock outside during the day with a blurred yet detailed background that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the sky and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;154;16;119mtongue\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe has a black nose long white whiskers and is looking at the viewer with an open mouth where\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mits \u001b[0m\u001b[1;38;2;154;16;119mtongue\u001b[0m\u001b[30m is slightly visible.                                                               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;35;80;71mdetailed\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mIt is sitting on a rock outside during the day with a blurred yet \u001b[0m\u001b[1;38;2;35;80;71mdetailed\u001b[0m\u001b[30m background that    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mincludes the sky and hints of natural scenery.                                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;35;80;71mdetailed\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe \u001b[0m\u001b[1;38;2;35;80;71mdetailed\u001b[0m\u001b[30m fur shows intricate markings and patterns especially around the face with brown  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30meyes and inner ear fluff adding to its charm.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;27;160;60mopen mouth\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mShe has a black nose long white whiskers and is looking at the viewer with an \u001b[0m\u001b[1;38;2;27;160;60mopen mouth\u001b[0m\u001b[30m where\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mits tongue is slightly visible.                                                               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;11;7;4mclaws\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe \u001b[0m\u001b[1;38;2;11;7;4mclaws\u001b[0m\u001b[30m are visible as it grips the rock highlighting its wild nature.                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;94;52;129mmarkings\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed fur shows intricate \u001b[0m\u001b[1;38;2;94;52;129mmarkings\u001b[0m\u001b[30m and patterns especially around the face with brown  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30meyes and inner ear fluff adding to its charm.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;176;167;14mbrown eyes\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed fur shows intricate markings and patterns especially around the face with \u001b[0m\u001b[1;38;2;176;167;14mbrown \u001b[0m\u001b[30m \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;176;167;14meyes\u001b[0m\u001b[30m and inner ear fluff adding to its charm.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;129;101;48minner ear \u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed fur shows intricate markings and patterns especially around the face with brown  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;129;101;48mfluff\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30meyes and \u001b[0m\u001b[1;38;2;129;101;48minner ear fluff\u001b[0m\u001b[30m adding to its charm.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;41;176;67mmulticolored \u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image depicts a solo anthro female red panda a mammal known for its \u001b[0m\u001b[1;38;2;41;176;67mmulticolored fur\u001b[0m\u001b[30m      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;41;176;67mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mincluding orange brown black and white.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\BifrostprojectV4.8.safetensorsUpscale_…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  realistic        The furniture and realistic setting add to the ambiance of the photo.                           \n",
+       "                                                                                                                   \n",
+       "  photo            The furniture and realistic setting add to the ambiance of the photo.                           \n",
+       "                                                                                                                   \n",
+       "  felid            The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  solo             The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  anthro           The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  whiskers         He has white whiskers and is barefoot with detailed toes and is wearing pants secured with a    \n",
+       "                   belt.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  clothing         The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  domestic cat     The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  male             The male character is sitting on a sofa inside with yellow eyes that are looking at the         \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  inside           The male character is sitting on a sofa inside with yellow eyes that are looking at the         \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  black fur        The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  fur              The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  detailed         The detailed background includes a lamp and window providing light to the scene and is          \n",
+       "  background       slightly blurred to focus on the character.                                                     \n",
+       "                                                                                                                   \n",
+       "  belt             He has white whiskers and is barefoot with detailed toes and is wearing pants secured with a    \n",
+       "                   belt.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  lamp             The detailed background includes a lamp and window providing light to the scene and is          \n",
+       "                   slightly blurred to focus on the character.                                                     \n",
+       "                                                                                                                   \n",
+       "  sofa             The male character is sitting on a sofa inside with yellow eyes that are looking at the         \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  furniture        The furniture and realistic setting add to the ambiance of the photo.                           \n",
+       "                                                                                                                   \n",
+       "  sitting          The male character is sitting on a sofa inside with yellow eyes that are looking at the         \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  pants            He has white whiskers and is barefoot with detailed toes and is wearing pants secured with a    \n",
+       "                   belt.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  window           The detailed background includes a lamp and window providing light to the scene and is          \n",
+       "                   slightly blurred to focus on the character.                                                     \n",
+       "                                                                                                                   \n",
+       "  yellow eyes      The male character is sitting on a sofa inside with yellow eyes that are looking at the         \n",
+       "                   viewer.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  barefoot         He has white whiskers and is barefoot with detailed toes and is wearing pants secured with a    \n",
+       "                   belt.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  light            The detailed background includes a lamp and window providing light to the scene and is          \n",
+       "                   slightly blurred to focus on the character.                                                     \n",
+       "                                                                                                                   \n",
+       "  toes             He has white whiskers and is barefoot with detailed toes and is wearing pants secured with a    \n",
+       "                   belt.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  topwear          The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "  bottomwear       The image features a solo semi-anthro felid specifically a domestic cat with black fur dressed  \n",
+       "                   in clothing including topwear and bottomwear.                                                   \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\BifrostprojectV4.8.safetensorsUpscale_…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;161;121;150mrealistic\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe furniture and \u001b[0m\u001b[1;38;2;161;121;150mrealistic\u001b[0m\u001b[30m setting add to the ambiance of the photo.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;74;22;141mphoto\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe furniture and realistic setting add to the ambiance of the \u001b[0m\u001b[1;38;2;74;22;141mphoto\u001b[0m\u001b[30m.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;76;117;178mfelid\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro \u001b[0m\u001b[1;38;2;76;117;178mfelid\u001b[0m\u001b[30m specifically a domestic cat with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;166;104;55msolo\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a \u001b[0m\u001b[1;38;2;166;104;55msolo\u001b[0m\u001b[30m semi-anthro felid specifically a domestic cat with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;50;62;25manthro\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-\u001b[0m\u001b[1;38;2;50;62;25manthro\u001b[0m\u001b[30m felid specifically a domestic cat with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;64;5;52mwhiskers\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mHe has white \u001b[0m\u001b[1;38;2;64;5;52mwhiskers\u001b[0m\u001b[30m and is barefoot with detailed toes and is wearing pants secured with a  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mbelt.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;88;176;54mclothing\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro felid specifically a domestic cat with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min \u001b[0m\u001b[1;38;2;88;176;54mclothing\u001b[0m\u001b[30m including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;22;112;98mdomestic cat\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro felid specifically a \u001b[0m\u001b[1;38;2;22;112;98mdomestic cat\u001b[0m\u001b[30m with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;133;196;21mmale\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe \u001b[0m\u001b[1;38;2;133;196;21mmale\u001b[0m\u001b[30m character is sitting on a sofa inside with yellow eyes that are looking at the       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;182;6minside\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe male character is sitting on a sofa \u001b[0m\u001b[1;38;2;36;182;6minside\u001b[0m\u001b[30m with yellow eyes that are looking at the       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;146;175;107mblack fur\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro felid specifically a domestic cat with \u001b[0m\u001b[1;38;2;146;175;107mblack fur\u001b[0m\u001b[30m dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;41;31;121mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro felid specifically a domestic cat with black \u001b[0m\u001b[1;38;2;41;31;121mfur\u001b[0m\u001b[30m dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;140;1;52mdetailed \u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe \u001b[0m\u001b[1;38;2;140;1;52mdetailed background\u001b[0m\u001b[30m includes a lamp and window providing light to the scene and is        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;140;1;52mbackground\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mslightly blurred to focus on the character.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;175;23;152mbelt\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mHe has white whiskers and is barefoot with detailed toes and is wearing pants secured with a  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;175;23;152mbelt\u001b[0m\u001b[30m.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;88;150;134mlamp\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed background includes a \u001b[0m\u001b[1;38;2;88;150;134mlamp\u001b[0m\u001b[30m and window providing light to the scene and is        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mslightly blurred to focus on the character.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;98;167;130msofa\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe male character is sitting on a \u001b[0m\u001b[1;38;2;98;167;130msofa\u001b[0m\u001b[30m inside with yellow eyes that are looking at the       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;114;154;191mfurniture\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe \u001b[0m\u001b[1;38;2;114;154;191mfurniture\u001b[0m\u001b[30m and realistic setting add to the ambiance of the photo.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;123;150;173msitting\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe male character is \u001b[0m\u001b[1;38;2;123;150;173msitting\u001b[0m\u001b[30m on a sofa inside with yellow eyes that are looking at the       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;189;20;46mpants\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mHe has white whiskers and is barefoot with detailed toes and is wearing \u001b[0m\u001b[1;38;2;189;20;46mpants\u001b[0m\u001b[30m secured with a  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mbelt.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;39;29;66mwindow\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed background includes a lamp and \u001b[0m\u001b[1;38;2;39;29;66mwindow\u001b[0m\u001b[30m providing light to the scene and is        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mslightly blurred to focus on the character.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;152;173;28myellow eyes\u001b[0m\u001b[36m   \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe male character is sitting on a sofa inside with \u001b[0m\u001b[1;38;2;152;173;28myellow eyes\u001b[0m\u001b[30m that are looking at the       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mviewer.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;173;147;147mbarefoot\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mHe has white whiskers and is \u001b[0m\u001b[1;38;2;173;147;147mbarefoot\u001b[0m\u001b[30m with detailed toes and is wearing pants secured with a  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mbelt.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;170;150;133mlight\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe detailed background includes a lamp and window providing \u001b[0m\u001b[1;38;2;170;150;133mlight\u001b[0m\u001b[30m to the scene and is        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30ms\u001b[0m\u001b[1;38;2;170;150;133mlight\u001b[0m\u001b[30mly blurred to focus on the character.                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;176;191;154mtoes\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mHe has white whiskers and is barefoot with detailed \u001b[0m\u001b[1;38;2;176;191;154mtoes\u001b[0m\u001b[30m and is wearing pants secured with a  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mbelt.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;98;87;15mtopwear\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro felid specifically a domestic cat with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including \u001b[0m\u001b[1;38;2;98;87;15mtopwear\u001b[0m\u001b[30m and bottomwear.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;166;64mbottomwear\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mThe image features a solo semi-anthro felid specifically a domestic cat with black fur dressed\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min clothing including topwear and \u001b[0m\u001b[1;38;2;124;166;64mbottomwear\u001b[0m\u001b[30m.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Border-Collie-2.txt                      \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fur              the background is blurred with a soft natural lighting that casts a warm glow on the dog's      \n",
+       "                   fur.                                                                                            \n",
+       "                                                                                                                   \n",
+       "  border collie    a black and white border collie dog with a black nose and brown eyes.                           \n",
+       "                                                                                                                   \n",
+       "  collie           a black and white border collie dog with a black nose and brown eyes.                           \n",
+       "                                                                                                                   \n",
+       "  brown eyes       a black and white border collie dog with a black nose and brown eyes.                           \n",
+       "                                                                                                                   \n",
+       "  black nose       a black and white border collie dog with a black nose and brown eyes.                           \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Border-Collie-2.txt                    \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;82;60;67mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is blurred with a soft natural lighting that casts a warm glow on the dog's    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;82;60;67mfur\u001b[0m\u001b[30m.                                                                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;7;86;89mborder collie\u001b[0m\u001b[36m \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma black and white \u001b[0m\u001b[1;38;2;7;86;89mborder collie\u001b[0m\u001b[30m dog with a black nose and brown eyes.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;68;41;135mcollie\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma black and white border \u001b[0m\u001b[1;38;2;68;41;135mcollie\u001b[0m\u001b[30m dog with a black nose and brown eyes.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;128;3;14mbrown eyes\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma black and white border collie dog with a black nose and \u001b[0m\u001b[1;38;2;128;3;14mbrown eyes\u001b[0m\u001b[30m.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;70;95;96mblack nose\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma black and white border collie dog with a \u001b[0m\u001b[1;38;2;70;95;96mblack nose\u001b[0m\u001b[30m and brown eyes.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\border-collie-4.txt                      \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snow             the snow-covered ground is blanketed in a layer of pristine white with footprints and paw       \n",
+       "                   prints visible hinting at the dog's recent movement.                                            \n",
+       "                                                                                                                   \n",
+       "  feral            a feral border collie dog standing in a snowy outdoor setting.                                  \n",
+       "                                                                                                                   \n",
+       "  feral            the overall atmosphere is one of tranquility and natural beauty with the feral border collie    \n",
+       "                   dog serving as the focal point of the scene.                                                    \n",
+       "                                                                                                                   \n",
+       "  fur              the dog has a thick fluffy coat of brown and white fur that appears windswept likely from the   \n",
+       "                   recent snowfall.                                                                                \n",
+       "                                                                                                                   \n",
+       "  white fur        the dog has a thick fluffy coat of brown and white fur that appears windswept likely from the   \n",
+       "                   recent snowfall.                                                                                \n",
+       "                                                                                                                   \n",
+       "  winter           the background is a serene winter landscape with bare trees lining the horizon and a cloudy     \n",
+       "                   sky overhead.                                                                                   \n",
+       "                                                                                                                   \n",
+       "  collie           a feral border collie dog standing in a snowy outdoor setting.                                  \n",
+       "                                                                                                                   \n",
+       "  collie           the overall atmosphere is one of tranquility and natural beauty with the feral border collie    \n",
+       "                   dog serving as the focal point of the scene.                                                    \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\border-collie-4.txt                    \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;10;38;177msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;10;38;177msnow\u001b[0m\u001b[30m-covered ground is blanketed in a layer of pristine white with footprints and paw     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mprints visible hinting at the dog's recent movement.                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;32;157;4mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;32;157;4mferal\u001b[0m\u001b[30m border collie dog standing in a snowy outdoor setting.                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;32;157;4mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall atmosphere is one of tranquility and natural beauty with the \u001b[0m\u001b[1;38;2;32;157;4mferal\u001b[0m\u001b[30m border collie  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mdog serving as the focal point of the scene.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;76;4;148mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe dog has a thick fluffy coat of brown and white \u001b[0m\u001b[1;38;2;76;4;148mfur\u001b[0m\u001b[30m that appears windswept likely from the \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mrecent snowfall.                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;119;190;198mwhite fur\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe dog has a thick fluffy coat of brown and \u001b[0m\u001b[1;38;2;119;190;198mwhite fur\u001b[0m\u001b[30m that appears windswept likely from the \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mrecent snowfall.                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;28;41;89mwinter\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is a serene \u001b[0m\u001b[1;38;2;28;41;89mwinter\u001b[0m\u001b[30m landscape with bare trees lining the horizon and a cloudy   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msky overhead.                                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;61;55;111mcollie\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral border \u001b[0m\u001b[1;38;2;61;55;111mcollie\u001b[0m\u001b[30m dog standing in a snowy outdoor setting.                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;61;55;111mcollie\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall atmosphere is one of tranquility and natural beauty with the feral border \u001b[0m\u001b[1;38;2;61;55;111mcollie\u001b[0m\u001b[30m  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mdog serving as the focal point of the scene.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\border-collie-running-grass-299097784-…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  feral            a feral dog likely a border collie running through a grassy field.                              \n",
+       "                                                                                                                   \n",
+       "  fur              the dog has a thick multicolored coat of brown white and black fur.                             \n",
+       "                                                                                                                   \n",
+       "  teeth            the dog's mouth is open revealing its sharp teeth in a friendly grin.                           \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\border-collie-running-grass-299097784-…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;89;181;159mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;89;181;159mferal\u001b[0m\u001b[30m dog likely a border collie running through a grassy field.                            \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;46;161;130mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe dog has a thick multicolored coat of brown white and black \u001b[0m\u001b[1;38;2;46;161;130mfur\u001b[0m\u001b[30m.                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;77;50;108mteeth\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe dog's mouth is open revealing its sharp \u001b[0m\u001b[1;38;2;77;50;108mteeth\u001b[0m\u001b[30m in a friendly grin.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\cute-red-panda-ailurus-fulgens-in-a-tr…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  red panda        a red panda sitting on a tree branch.                                                           \n",
+       "                                                                                                                   \n",
+       "  red panda        the red panda has a fluffy reddish-brown fur coat with white markings around its face and       \n",
+       "                   paws.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  red panda        the red panda's body is compact and rounded with a short bushy tail.                            \n",
+       "                                                                                                                   \n",
+       "  red panda        the vibrant green foliage and the soft dappled light filtering through the leaves provide a     \n",
+       "                   serene natural setting for the red panda's presence.                                            \n",
+       "                                                                                                                   \n",
+       "  fur              the red panda has a fluffy reddish-brown fur coat with white markings around its face and       \n",
+       "                   paws.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  paws             the red panda has a fluffy reddish-brown fur coat with white markings around its face and       \n",
+       "                   paws.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  paws             it appears to be in a relaxed contemplative pose with one of its paws raised slightly.          \n",
+       "                                                                                                                   \n",
+       "  tree             a red panda sitting on a tree branch.                                                           \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\cute-red-panda-ailurus-fulgens-in-a-tr…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[30m sitting on a tree branch.                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[30m has a fluffy reddish-brown fur coat with white markings around its face and     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpaws.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[30m's body is compact and rounded with a short bushy tail.                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe vibrant green foliage and the soft dappled light filtering through the leaves provide a   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mserene natural setting for the \u001b[0m\u001b[1;38;2;156;97;177mred panda\u001b[0m\u001b[30m's presence.                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;184;78;54mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe red panda has a fluffy reddish-brown \u001b[0m\u001b[1;38;2;184;78;54mfur\u001b[0m\u001b[30m coat with white markings around its face and     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpaws.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;15;134;50mpaws\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe red panda has a fluffy reddish-brown fur coat with white markings around its face and     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;15;134;50mpaws\u001b[0m\u001b[30m.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;15;134;50mpaws\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mit appears to be in a relaxed contemplative pose with one of its \u001b[0m\u001b[1;38;2;15;134;50mpaws\u001b[0m\u001b[30m raised slightly.        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;192;72;171mtree\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma red panda sitting on a \u001b[0m\u001b[1;38;2;192;72;171mtree\u001b[0m\u001b[30m branch.                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\fennec-fox--vulpes-zerda---484466908-b…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fennec           a feral fennec fox standing on a rocky outcrop in a desert landscape.                           \n",
+       "                                                                                                                   \n",
+       "  feral            a feral fennec fox standing on a rocky outcrop in a desert landscape.                           \n",
+       "                                                                                                                   \n",
+       "  fox              a feral fennec fox standing on a rocky outcrop in a desert landscape.                           \n",
+       "                                                                                                                   \n",
+       "  fox              the fox has a slender petite build with large pointed ears and a fluffy tawny-colored fur       \n",
+       "                   coat.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  fox              the fox's paws are small and delicate with visible pink pads.                                   \n",
+       "                                                                                                                   \n",
+       "  fox              the background is a rugged arid environment with jagged rocks and boulders surrounding the      \n",
+       "                   fox.                                                                                            \n",
+       "                                                                                                                   \n",
+       "  fox              the overall atmosphere is one of isolation and wilderness with the fox seemingly the sole       \n",
+       "                   inhabitant of this desolate landscape.                                                          \n",
+       "                                                                                                                   \n",
+       "  fur              the fox has a slender petite build with large pointed ears and a fluffy tawny-colored fur       \n",
+       "                   coat.                                                                                           \n",
+       "                                                                                                                   \n",
+       "  desert           a feral fennec fox standing on a rocky outcrop in a desert landscape.                           \n",
+       "                                                                                                                   \n",
+       "  paws             the fox's paws are small and delicate with visible pink pads.                                   \n",
+       "                                                                                                                   \n",
+       "  tail             its tail is long and bushy swaying slightly.                                                    \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\fennec-fox--vulpes-zerda---484466908-b…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;83;83;100mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral \u001b[0m\u001b[1;38;2;83;83;100mfennec\u001b[0m\u001b[30m fox standing on a rocky outcrop in a desert landscape.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;89;42;37mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;89;42;37mferal\u001b[0m\u001b[30m fennec fox standing on a rocky outcrop in a desert landscape.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral fennec \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[30m standing on a rocky outcrop in a desert landscape.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[30m has a slender petite build with large pointed ears and a fluffy tawny-colored fur     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mcoat.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[30m's paws are small and delicate with visible pink pads.                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is a rugged arid environment with jagged rocks and boulders surrounding the    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[30m.                                                                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall atmosphere is one of isolation and wilderness with the \u001b[0m\u001b[1;38;2;124;82;86mfox\u001b[0m\u001b[30m seemingly the sole     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30minhabitant of this desolate landscape.                                                        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;157;47;150mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe fox has a slender petite build with large pointed ears and a fluffy tawny-colored \u001b[0m\u001b[1;38;2;157;47;150mfur\u001b[0m\u001b[30m     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mcoat.                                                                                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;159;116;187mdesert\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral fennec fox standing on a rocky outcrop in a \u001b[0m\u001b[1;38;2;159;116;187mdesert\u001b[0m\u001b[30m landscape.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;121;72;90mpaws\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe fox's \u001b[0m\u001b[1;38;2;121;72;90mpaws\u001b[0m\u001b[30m are small and delicate with visible pink pads.                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;37;132;83mtail\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits \u001b[0m\u001b[1;38;2;37;132;83mtail\u001b[0m\u001b[30m is long and bushy swaying slightly.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\fennec-fox-01-f56044b427f64d64a263417d…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  feral            a feral fennec fox standing on a rocky outcrop in a desert-like environment.                    \n",
+       "                                                                                                                   \n",
+       "  fennec           a feral fennec fox standing on a rocky outcrop in a desert-like environment.                    \n",
+       "                                                                                                                   \n",
+       "  fennec           the fennec fox has a small compact build with a stocky rounded body covered in soft             \n",
+       "                   pale-colored fur.                                                                               \n",
+       "                                                                                                                   \n",
+       "  fennec           the fennec fox appears to be a mature adult animal with no visible signs of youth or            \n",
+       "                   inexperience.                                                                                   \n",
+       "                                                                                                                   \n",
+       "  fennec           the overall scene has a realistic naturalistic quality capturing the fennec fox in its native   \n",
+       "                   wild environment.                                                                               \n",
+       "                                                                                                                   \n",
+       "  fur              the fennec fox has a small compact build with a stocky rounded body covered in soft             \n",
+       "                   pale-colored fur.                                                                               \n",
+       "                                                                                                                   \n",
+       "  fennec fox       a feral fennec fox standing on a rocky outcrop in a desert-like environment.                    \n",
+       "                                                                                                                   \n",
+       "  fennec fox       the fennec fox has a small compact build with a stocky rounded body covered in soft             \n",
+       "                   pale-colored fur.                                                                               \n",
+       "                                                                                                                   \n",
+       "  fennec fox       the fennec fox appears to be a mature adult animal with no visible signs of youth or            \n",
+       "                   inexperience.                                                                                   \n",
+       "                                                                                                                   \n",
+       "  fennec fox       the overall scene has a realistic naturalistic quality capturing the fennec fox in its native   \n",
+       "                   wild environment.                                                                               \n",
+       "                                                                                                                   \n",
+       "  realistic        the overall scene has a realistic naturalistic quality capturing the fennec fox in its native   \n",
+       "                   wild environment.                                                                               \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
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+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\fennec-fox-01-f56044b427f64d64a263417d…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;46;42;36mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;46;42;36mferal\u001b[0m\u001b[30m fennec fox standing on a rocky outcrop in a desert-like environment.                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[30m fox standing on a rocky outcrop in a desert-like environment.                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[30m fox has a small compact build with a stocky rounded body covered in soft           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpale-colored fur.                                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[30m fox appears to be a mature adult animal with no visible signs of youth or          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30minexperience.                                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene has a realistic naturalistic quality capturing the \u001b[0m\u001b[1;38;2;76;136;53mfennec\u001b[0m\u001b[30m fox in its native \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mwild environment.                                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;41;113;145mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe fennec fox has a small compact build with a stocky rounded body covered in soft           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpale-colored \u001b[0m\u001b[1;38;2;41;113;145mfur\u001b[0m\u001b[30m.                                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[30m standing on a rocky outcrop in a desert-like environment.                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[30m has a small compact build with a stocky rounded body covered in soft           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpale-colored fur.                                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[30m appears to be a mature adult animal with no visible signs of youth or          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30minexperience.                                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene has a realistic naturalistic quality capturing the \u001b[0m\u001b[1;38;2;130;97;63mfennec fox\u001b[0m\u001b[30m in its native \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mwild environment.                                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;119;149;150mrealistic\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene has a \u001b[0m\u001b[1;38;2;119;149;150mrealistic\u001b[0m\u001b[30m naturalistic quality capturing the fennec fox in its native \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mwild environment.                                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
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+     "output_type": "display_data"
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+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\gecko.txt                                \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  scales           a vibrant green gecko lizard with a striking and detailed pattern of scales covering its body.  \n",
+       "                                                                                                                   \n",
+       "  scales           the gecko's body is covered in a dense overlapping array of green scales that give it a         \n",
+       "                   textured almost mosaic-like appearance.                                                         \n",
+       "                                                                                                                   \n",
+       "  scales           the scales are arranged in a pattern that includes patches of red and orange creating a         \n",
+       "                   visually striking contrast.                                                                     \n",
+       "                                                                                                                   \n",
+       "  green scales     the gecko's body is covered in a dense overlapping array of green scales that give it a         \n",
+       "                   textured almost mosaic-like appearance.                                                         \n",
+       "                                                                                                                   \n",
+       "  lizard           a vibrant green gecko lizard with a striking and detailed pattern of scales covering its body.  \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
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+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\gecko.txt                              \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;141;11;90mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma vibrant green gecko lizard with a striking and detailed pattern of \u001b[0m\u001b[1;38;2;141;11;90mscales\u001b[0m\u001b[30m covering its body.\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;141;11;90mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe gecko's body is covered in a dense overlapping array of green \u001b[0m\u001b[1;38;2;141;11;90mscales\u001b[0m\u001b[30m that give it a       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mtextured almost mosaic-like appearance.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;141;11;90mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;141;11;90mscales\u001b[0m\u001b[30m are arranged in a pattern that includes patches of red and orange creating a       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mvisually striking contrast.                                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;132;51;22mgreen scales\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe gecko's body is covered in a dense overlapping array of \u001b[0m\u001b[1;38;2;132;51;22mgreen scales\u001b[0m\u001b[30m that give it a       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mtextured almost mosaic-like appearance.                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;75;27;92mlizard\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma vibrant green gecko \u001b[0m\u001b[1;38;2;75;27;92mlizard\u001b[0m\u001b[30m with a striking and detailed pattern of scales covering its body.\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
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+     "output_type": "display_data"
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+    {
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+      "text/html": [
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\iStock-484910814.txt                     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  tongue           its eyes are focused directly at the camera with its tongue hanging out in a playful relaxed    \n",
+       "                   expression.                                                                                     \n",
+       "                                                                                                                   \n",
+       "  grass            a black and white border collie dog lying on the grass in a park-like setting.                  \n",
+       "                                                                                                                   \n",
+       "  grass            the background is a lush verdant landscape with tall grass and trees in the distance.           \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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+       "                                                                                                                   \n",
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+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;134;137;156mtongue\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits eyes are focused directly at the camera with its \u001b[0m\u001b[1;38;2;134;137;156mtongue\u001b[0m\u001b[30m hanging out in a playful relaxed  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mexpression.                                                                                   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;50;165;63mgrass\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma black and white border collie dog lying on the \u001b[0m\u001b[1;38;2;50;165;63mgrass\u001b[0m\u001b[30m in a park-like setting.                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;50;165;63mgrass\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is a lush verdant landscape with tall \u001b[0m\u001b[1;38;2;50;165;63mgrass\u001b[0m\u001b[30m and trees in the distance.         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
       ]
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@@ -5990,26 +1954,761 @@
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-       "
Tag \"scales\" found in caption \"the scales are a mix of blue green and purple hues with the head and upper body \n",
-       "predominantly featuring the blue and purple tones.\"\n",
+       "
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\nTaTmTRFHB6ejyqIjWRJDS5HwuSUvpDmN8Un3j…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  teeth            the image presents a hyena caught in a moment of relaxation its mouth agape in a yawn that      \n",
+       "                   reveals a formidable set of teeth.                                                              \n",
+       "                                                                                                                   \n",
+       "  fur              the mottled brown and grey fur blends into the blurred backdrop of vegetation.                  \n",
+       "                                                                                                                   \n",
+       "  hyena            the image presents a hyena caught in a moment of relaxation its mouth agape in a yawn that      \n",
+       "                   reveals a formidable set of teeth.                                                              \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
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-       "\u001b[32mpredominantly featuring the blue and purple tones.\"\u001b[0m\n"
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Tag \"scales\" found in caption \"the reptile's scales are a mix of blue green and purple hues.\"\n",
+       "                                                                                                                   \n",
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+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
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+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mreveals a formidable set of \u001b[0m\u001b[1;38;2;113;95;114mteeth\u001b[0m\u001b[30m.                                                            \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mreveals a formidable set of teeth.                                                            \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\puvwusj6wcu41.txt                        \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snake            a large feral python snake coiled on a wooden deck.                                             \n",
+       "                                                                                                                   \n",
+       "  snake            the snake has a vibrant patterned scales in shades of brown yellow and blue.                    \n",
+       "                                                                                                                   \n",
+       "  snake            the snake's body is thick with a long sinuous form.                                             \n",
+       "                                                                                                                   \n",
+       "  snake            the background shows a wooden deck or patio with a shadowy area in the corner that could        \n",
+       "                   potentially be a hiding spot or den for the snake.                                              \n",
+       "                                                                                                                   \n",
+       "  feral            a large feral python snake coiled on a wooden deck.                                             \n",
+       "                                                                                                                   \n",
+       "  scales           the snake has a vibrant patterned scales in shades of brown yellow and blue.                    \n",
+       "                                                                                                                   \n",
+       "  python           a large feral python snake coiled on a wooden deck.                                             \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\puvwusj6wcu41.txt                      \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;140;145;81msnake\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma large feral python \u001b[0m\u001b[1;38;2;140;145;81msnake\u001b[0m\u001b[30m coiled on a wooden deck.                                           \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[36m \u001b[0m\u001b[1;38;2;140;145;81msnake\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;140;145;81msnake\u001b[0m\u001b[30m has a vibrant patterned scales in shades of brown yellow and blue.                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;140;145;81msnake\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background shows a wooden deck or patio with a shadowy area in the corner that could      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpotentially be a hiding spot or den for the \u001b[0m\u001b[1;38;2;140;145;81msnake\u001b[0m\u001b[30m.                                            \u001b[0m\u001b[30m \u001b[0m \n",
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+       " \u001b[36m \u001b[0m\u001b[1;38;2;79;4;62mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma large \u001b[0m\u001b[1;38;2;79;4;62mferal\u001b[0m\u001b[30m python snake coiled on a wooden deck.                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;75;185mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snake has a vibrant patterned \u001b[0m\u001b[1;38;2;36;75;185mscales\u001b[0m\u001b[30m in shades of brown yellow and blue.                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;154;64mpython\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma large feral \u001b[0m\u001b[1;38;2;124;154;64mpython\u001b[0m\u001b[30m snake coiled on a wooden deck.                                           \u001b[0m\u001b[30m \u001b[0m \n",
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+       "                                                                                                                   \n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Red_Panda_(25193861686).txt              \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  mammal           a red panda a small mammal known for its vibrant reddish-orange fur and bushy tail.             \n",
+       "                                                                                                                   \n",
+       "  red panda        a red panda a small mammal known for its vibrant reddish-orange fur and bushy tail.             \n",
+       "                                                                                                                   \n",
+       "  red panda        the red panda is perched on a tree branch its body positioned in a relaxed sitting posture.     \n",
+       "                                                                                                                   \n",
+       "  red panda        the red panda's fluffy multicolored fur covers its entire body with the tail adding to its      \n",
+       "                   distinctive appearance.                                                                         \n",
+       "                                                                                                                   \n",
+       "  red panda        the background is lush and verdant with a dense forest of greenery surrounding the red panda.   \n",
+       "                                                                                                                   \n",
+       "  red panda        the foliage creates a natural almost primal setting for the animal hinting at the wild and      \n",
+       "                   untamed nature of the red panda's habitat.                                                      \n",
+       "                                                                                                                   \n",
+       "  red panda        the overall scene exudes a sense of tranquility and natural beauty with the red panda as the    \n",
+       "                   captivating focal point.                                                                        \n",
+       "                                                                                                                   \n",
+       "  tree             the red panda is perched on a tree branch its body positioned in a relaxed sitting posture.     \n",
+       "                                                                                                                   \n",
+       "  fur              a red panda a small mammal known for its vibrant reddish-orange fur and bushy tail.             \n",
+       "                                                                                                                   \n",
+       "  fur              the red panda's fluffy multicolored fur covers its entire body with the tail adding to its      \n",
+       "                   distinctive appearance.                                                                         \n",
+       "                                                                                                                   \n",
+       "  orange fur       a red panda a small mammal known for its vibrant reddish-orange fur and bushy tail.             \n",
+       "                                                                                                                   \n",
+       "  forest           the background is lush and verdant with a dense forest of greenery surrounding the red panda.   \n",
+       "                                                                                                                   \n",
+       "  nature           the foliage creates a natural almost primal setting for the animal hinting at the wild and      \n",
+       "                   untamed nature of the red panda's habitat.                                                      \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Red_Panda_(25193861686).txt            \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;154;102;83mmammal\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma red panda a small \u001b[0m\u001b[1;38;2;154;102;83mmammal\u001b[0m\u001b[30m known for its vibrant reddish-orange fur and bushy tail.           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[30m a small mammal known for its vibrant reddish-orange fur and bushy tail.           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[30m is perched on a tree branch its body positioned in a relaxed sitting posture.   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[30m's fluffy multicolored fur covers its entire body with the tail adding to its    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mdistinctive appearance.                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is lush and verdant with a dense forest of greenery surrounding the \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[30m. \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe foliage creates a natural almost primal setting for the animal hinting at the wild and    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30muntamed nature of the \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[30m's habitat.                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene exudes a sense of tranquility and natural beauty with the \u001b[0m\u001b[1;38;2;196;38;46mred panda\u001b[0m\u001b[30m as the  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mcaptivating focal point.                                                                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;65;189;27mtree\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe red panda is perched on a \u001b[0m\u001b[1;38;2;65;189;27mtree\u001b[0m\u001b[30m branch its body positioned in a relaxed sitting posture.   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;102;39;97mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma red panda a small mammal known for its vibrant reddish-orange \u001b[0m\u001b[1;38;2;102;39;97mfur\u001b[0m\u001b[30m and bushy tail.           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;102;39;97mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe red panda's fluffy multicolored \u001b[0m\u001b[1;38;2;102;39;97mfur\u001b[0m\u001b[30m covers its entire body with the tail adding to its    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mdistinctive appearance.                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;131;154;71morange fur\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma red panda a small mammal known for its vibrant reddish-\u001b[0m\u001b[1;38;2;131;154;71morange fur\u001b[0m\u001b[30m and bushy tail.           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;52;163;138mforest\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is lush and verdant with a dense \u001b[0m\u001b[1;38;2;52;163;138mforest\u001b[0m\u001b[30m of greenery surrounding the red panda. \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;163;25;174mnature\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe foliage creates a natural almost primal setting for the animal hinting at the wild and    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30muntamed \u001b[0m\u001b[1;38;2;163;25;174mnature\u001b[0m\u001b[30m of the red panda's habitat.                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\rev-1-PDP-TRL2-093_High_Res_JPEG.txt     \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  pikachu          a feral pikachu character standing on a reflective surface likely a glass table or counter.     \n",
+       "                                                                                                                   \n",
+       "  pikachu          the pikachu has a large round body covered in bright yellow fur with a distinctive black nose   \n",
+       "                   and black eyes.                                                                                 \n",
+       "                                                                                                                   \n",
+       "  pikachu          the pikachu's pose is relaxed with its legs slightly parted and its tail raised as if it is     \n",
+       "                   examining the magnifying glass or the surrounding environment.                                  \n",
+       "                                                                                                                   \n",
+       "  pikachu          the reflective surface on which the pikachu stands creates a sense of depth and dimension       \n",
+       "                   adding to the overall visual appeal of the scene.                                               \n",
+       "                                                                                                                   \n",
+       "  hat              it is wearing a detective-style hat complete with a magnifying glass held in its paws giving    \n",
+       "                   it a playful investigative appearance.                                                          \n",
+       "                                                                                                                   \n",
+       "  feral            a feral pikachu character standing on a reflective surface likely a glass table or counter.     \n",
+       "                                                                                                                   \n",
+       "  fur              the pikachu has a large round body covered in bright yellow fur with a distinctive black nose   \n",
+       "                   and black eyes.                                                                                 \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\rev-1-PDP-TRL2-093_High_Res_JPEG.txt   \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[30m character standing on a reflective surface likely a glass table or counter.   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[30m has a large round body covered in bright yellow fur with a distinctive black nose \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mand black eyes.                                                                               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[30m's pose is relaxed with its legs slightly parted and its tail raised as if it is   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mexamining the magnifying glass or the surrounding environment.                                \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe reflective surface on which the \u001b[0m\u001b[1;38;2;25;16;60mpikachu\u001b[0m\u001b[30m stands creates a sense of depth and dimension     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30madding to the overall visual appeal of the scene.                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;49;20;139mhat\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mit is wearing a detective-style \u001b[0m\u001b[1;38;2;49;20;139mhat\u001b[0m\u001b[30m complete with a magnifying glass held in its paws giving  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mit a playful investigative appearance.                                                        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;74;41;30mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;74;41;30mferal\u001b[0m\u001b[30m pikachu character standing on a reflective surface likely a glass table or counter.   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;96;151;6mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe pikachu has a large round body covered in bright yellow \u001b[0m\u001b[1;38;2;96;151;6mfur\u001b[0m\u001b[30m with a distinctive black nose \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mand black eyes.                                                                               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard--panthera-uncia--15752858…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snow             a snow leopard walking through a snowy landscape.                                               \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard has a muscular spotted body covered in thick multicolored fur.                 \n",
+       "                                                                                                                   \n",
+       "  snow             its large paws are equipped with sharp claws that dig into the snow.                            \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's head is held high its eyes focused intently ahead.                           \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's genitalia is not visible as the image does not depict an explicit or         \n",
+       "                   pornographic scene.                                                                             \n",
+       "                                                                                                                   \n",
+       "  snow leopard     a snow leopard walking through a snowy landscape.                                               \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard has a muscular spotted body covered in thick multicolored fur.                 \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's head is held high its eyes focused intently ahead.                           \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's genitalia is not visible as the image does not depict an explicit or         \n",
+       "                   pornographic scene.                                                                             \n",
+       "                                                                                                                   \n",
+       "  fur              the snow leopard has a muscular spotted body covered in thick multicolored fur.                 \n",
+       "                                                                                                                   \n",
+       "  leopard          a snow leopard walking through a snowy landscape.                                               \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard has a muscular spotted body covered in thick multicolored fur.                 \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard's head is held high its eyes focused intently ahead.                           \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard's genitalia is not visible as the image does not depict an explicit or         \n",
+       "                   pornographic scene.                                                                             \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard--panthera-uncia--15752858…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[30m leopard walking through a \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[30my landscape.                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[30m leopard has a muscular spotted body covered in thick multicolored fur.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits large paws are equipped with sharp claws that dig into the \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[30m.                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[30m leopard's head is held high its eyes focused intently ahead.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;158;153;77msnow\u001b[0m\u001b[30m leopard's genitalia is not visible as the image does not depict an explicit or       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpornographic scene.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[30m walking through a snowy landscape.                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[30m has a muscular spotted body covered in thick multicolored fur.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[30m's head is held high its eyes focused intently ahead.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;156;157;189msnow leopard\u001b[0m\u001b[30m's genitalia is not visible as the image does not depict an explicit or       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpornographic scene.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;162;151;57mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard has a muscular spotted body covered in thick multicolored \u001b[0m\u001b[1;38;2;162;151;57mfur\u001b[0m\u001b[30m.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma snow \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[30m walking through a snowy landscape.                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[30m has a muscular spotted body covered in thick multicolored fur.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[30m's head is held high its eyes focused intently ahead.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;171;38;105mleopard\u001b[0m\u001b[30m's genitalia is not visible as the image does not depict an explicit or       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpornographic scene.                                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard-1373866.txt                 \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fur              the snow leopard's face is prominently displayed with its piercing green eyes and distinctive   \n",
+       "                   black spots covering its fur.                                                                   \n",
+       "                                                                                                                   \n",
+       "  fur              the snow leopard's body is covered in a thick multicolored fur coat with shades of white gray   \n",
+       "                   and black.                                                                                      \n",
+       "                                                                                                                   \n",
+       "  realistic        the image has a realistic photorealistic style capturing the snow leopard's raw untamed beauty  \n",
+       "                   and the raw untamed power of the wild.                                                          \n",
+       "                                                                                                                   \n",
+       "  feline           the snow leopard's gaze is intense and captivating drawing the viewer in and inviting them to   \n",
+       "                   explore the mysteries of this magnificent feline.                                               \n",
+       "                                                                                                                   \n",
+       "  spots            the snow leopard's face is prominently displayed with its piercing green eyes and distinctive   \n",
+       "                   black spots covering its fur.                                                                   \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard-1373866.txt               \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;60;112;120mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard's face is prominently displayed with its piercing green eyes and distinctive \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mblack spots covering its \u001b[0m\u001b[1;38;2;60;112;120mfur\u001b[0m\u001b[30m.                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;60;112;120mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard's body is covered in a thick multicolored \u001b[0m\u001b[1;38;2;60;112;120mfur\u001b[0m\u001b[30m coat with shades of white gray \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mand black.                                                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;189;6;90mrealistic\u001b[0m\u001b[36m     \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image has a \u001b[0m\u001b[1;38;2;189;6;90mrealistic\u001b[0m\u001b[30m photo\u001b[0m\u001b[1;38;2;189;6;90mrealistic\u001b[0m\u001b[30m style capturing the snow leopard's raw untamed beauty\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mand the raw untamed power of the wild.                                                        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;113;163;104mfeline\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard's gaze is intense and captivating drawing the viewer in and inviting them to \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mexplore the mysteries of this magnificent \u001b[0m\u001b[1;38;2;113;163;104mfeline\u001b[0m\u001b[30m.                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;153;119;102mspots\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard's face is prominently displayed with its piercing green eyes and distinctive \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mblack \u001b[0m\u001b[1;38;2;153;119;102mspots\u001b[0m\u001b[30m covering its fur.                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard-1463457416BI7.txt           \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fur              the snow leopard has a thick spotted fur coat that is predominantly white with black markings.  \n",
+       "                                                                                                                   \n",
+       "  snow leopard     a snow leopard resting on a rocky surface.                                                      \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard has a thick spotted fur coat that is predominantly white with black markings.  \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's body is curled up with its legs tucked in and its tail wrapped around        \n",
+       "                   itself.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the overall scene has a sense of tranquility and natural beauty capturing the snow leopard in   \n",
+       "                   a moment of rest and contentment.                                                               \n",
+       "                                                                                                                   \n",
+       "  whiskers         its eyes are a striking blue color and it has a black nose and whiskers.                        \n",
+       "                                                                                                                   \n",
+       "  leopard          a snow leopard resting on a rocky surface.                                                      \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard has a thick spotted fur coat that is predominantly white with black markings.  \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard's body is curled up with its legs tucked in and its tail wrapped around        \n",
+       "                   itself.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  leopard          the overall scene has a sense of tranquility and natural beauty capturing the snow leopard in   \n",
+       "                   a moment of rest and contentment.                                                               \n",
+       "                                                                                                                   \n",
+       "  spotted fur      the snow leopard has a thick spotted fur coat that is predominantly white with black markings.  \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard-1463457416BI7.txt         \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;56;140;33mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard has a thick spotted \u001b[0m\u001b[1;38;2;56;140;33mfur\u001b[0m\u001b[30m coat that is predominantly white with black markings.\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[30m resting on a rocky surface.                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[30m has a thick spotted fur coat that is predominantly white with black markings.\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[30m's body is curled up with its legs tucked in and its tail wrapped around      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mitself.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene has a sense of tranquility and natural beauty capturing the \u001b[0m\u001b[1;38;2;170;40;107msnow leopard\u001b[0m\u001b[30m in \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30ma moment of rest and contentment.                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;75;195;51mwhiskers\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mits eyes are a striking blue color and it has a black nose and \u001b[0m\u001b[1;38;2;75;195;51mwhiskers\u001b[0m\u001b[30m.                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma snow \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[30m resting on a rocky surface.                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[30m has a thick spotted fur coat that is predominantly white with black markings.\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[30m's body is curled up with its legs tucked in and its tail wrapped around      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mitself.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene has a sense of tranquility and natural beauty capturing the snow \u001b[0m\u001b[1;38;2;124;100;4mleopard\u001b[0m\u001b[30m in \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30ma moment of rest and contentment.                                                             \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;42;60;143mspotted fur\u001b[0m\u001b[36m   \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard has a thick \u001b[0m\u001b[1;38;2;42;60;143mspotted fur\u001b[0m\u001b[30m coat that is predominantly white with black markings.\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard-yawning-1.txt               \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  tongue           the image features a snow leopard in a moment of rest its mouth agape in a wide yawn that       \n",
+       "                   reveals its formidable teeth and pink tongue.                                                   \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the image features a snow leopard in a moment of rest its mouth agape in a wide yawn that       \n",
+       "                   reveals its formidable teeth and pink tongue.                                                   \n",
+       "                                                                                                                   \n",
+       "  whiskers         the thick spotted fur a hallmark of the snow leopard’s camouflage in the snowy rocky terrain  \n",
+       "                   of its high-altitude habitat is captured in fine detail while the whiskers long and white add   \n",
+       "                   to the animal’s keen sensory capabilities.                                                    \n",
+       "                                                                                                                   \n",
+       "  fur              the thick spotted fur a hallmark of the snow leopard’s camouflage in the snowy rocky terrain  \n",
+       "                   of its high-altitude habitat is captured in fine detail while the whiskers long and white add   \n",
+       "                   to the animal’s keen sensory capabilities.                                                    \n",
+       "                                                                                                                   \n",
+       "  teeth            the image features a snow leopard in a moment of rest its mouth agape in a wide yawn that       \n",
+       "                   reveals its formidable teeth and pink tongue.                                                   \n",
+       "                                                                                                                   \n",
+       "  blurred          the blurred background features rocks and dry grass.                                            \n",
+       "  background                                                                                                       \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\snow-leopard-yawning-1.txt             \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;91;3;200mtongue\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a snow leopard in a moment of rest its mouth agape in a wide yawn that     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mreveals its formidable teeth and pink \u001b[0m\u001b[1;38;2;91;3;200mtongue\u001b[0m\u001b[30m.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;152;108;85msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a \u001b[0m\u001b[1;38;2;152;108;85msnow leopard\u001b[0m\u001b[30m in a moment of rest its mouth agape in a wide yawn that     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mreveals its formidable teeth and pink tongue.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;85;174;88mwhiskers\u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe thick spotted fur a hallmark of the snow leopard’s camouflage in the snowy rocky terrain\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mof its high-altitude habitat is captured in fine detail while the \u001b[0m\u001b[1;38;2;85;174;88mwhiskers\u001b[0m\u001b[30m long and white add \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mto the animal’s keen sensory capabilities.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;158;171;124mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe thick spotted \u001b[0m\u001b[1;38;2;158;171;124mfur\u001b[0m\u001b[30m a hallmark of the snow leopard’s camouflage in the snowy rocky terrain\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mof its high-altitude habitat is captured in fine detail while the whiskers long and white add \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mto the animal’s keen sensory capabilities.                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;9;146;57mteeth\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe image features a snow leopard in a moment of rest its mouth agape in a wide yawn that     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mreveals its formidable \u001b[0m\u001b[1;38;2;9;146;57mteeth\u001b[0m\u001b[30m and pink tongue.                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;174;50;94mblurred \u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;174;50;94mblurred background\u001b[0m\u001b[30m features rocks and dry grass.                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;174;50;94mbackground\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m                                                                                                \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Snow_Leopard_Relaxed.txt                 \n",
+       " ─────────────────────────────────────────────────────────────────────────────���─────────────────────────────────── \n",
+       "  fur              the snow leopard has a thick spotted fur coat that is primarily grey in color with darker       \n",
+       "                   markings around the eyes and on the paws.                                                       \n",
+       "                                                                                                                   \n",
+       "  rock             the snow leopard's body is sprawled out with its front paws resting on the rock and its         \n",
+       "                   hindquarters slightly raised.                                                                   \n",
+       "                                                                                                                   \n",
+       "  snow leopard     a snow leopard resting on a rocky outcrop.                                                      \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard has a thick spotted fur coat that is primarily grey in color with darker       \n",
+       "                   markings around the eyes and on the paws.                                                       \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's body is sprawled out with its front paws resting on the rock and its         \n",
+       "                   hindquarters slightly raised.                                                                   \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the background is blurred with a hazy dreamlike quality that places the focus entirely on the   \n",
+       "                   snow leopard.                                                                                   \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the overall scene has a serene yet powerful and captivating quality capturing the snow leopard  \n",
+       "                   in a moment of repose.                                                                          \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Snow_Leopard_Relaxed.txt               \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;162;28;35mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard has a thick spotted \u001b[0m\u001b[1;38;2;162;28;35mfur\u001b[0m\u001b[30m coat that is primarily grey in color with darker     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mmarkings around the eyes and on the paws.                                                     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;50;55;178mrock\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard's body is sprawled out with its front paws resting on the \u001b[0m\u001b[1;38;2;50;55;178mrock\u001b[0m\u001b[30m and its       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mhindquarters slightly raised.                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[30m resting on a rocky outcrop.                                                    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[30m has a thick spotted fur coat that is primarily grey in color with darker     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mmarkings around the eyes and on the paws.                                                     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[30m's body is sprawled out with its front paws resting on the rock and its       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mhindquarters slightly raised.                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is blurred with a hazy dreamlike quality that places the focus entirely on the \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[30m.                                                                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe overall scene has a serene yet powerful and captivating quality capturing the \u001b[0m\u001b[1;38;2;36;63;49msnow leopard\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30min a moment of repose.                                                                        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\the-cuteness-that-is-the-fennec-fox-fe…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  mammal           a feral fennec fox a small mammal known for its distinctive large ears and fluffy white fur.    \n",
+       "                                                                                                                   \n",
+       "  fennec           a feral fennec fox a small mammal known for its distinctive large ears and fluffy white fur.    \n",
+       "                                                                                                                   \n",
+       "  fennec           the fennec fox is positioned in the foreground with a blurred background of lush green          \n",
+       "                   foliage.                                                                                        \n",
+       "                                                                                                                   \n",
+       "  fennec           the fennec fox's expression is one of mischievous delight with its eyes narrowed and its mouth  \n",
+       "                   slightly open revealing sharp teeth.                                                            \n",
+       "                                                                                                                   \n",
+       "  feral            a feral fennec fox a small mammal known for its distinctive large ears and fluffy white fur.    \n",
+       "                                                                                                                   \n",
+       "  fur              a feral fennec fox a small mammal known for its distinctive large ears and fluffy white fur.    \n",
+       "                                                                                                                   \n",
+       "  blurred          the fennec fox is positioned in the foreground with a blurred background of lush green          \n",
+       "  background       foliage.                                                                                        \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\the-cuteness-that-is-the-fennec-fox-fe…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;186;183;80mmammal\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral fennec fox a small \u001b[0m\u001b[1;38;2;186;183;80mmammal\u001b[0m\u001b[30m known for its distinctive large ears and fluffy white fur.  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;11;157;186mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral \u001b[0m\u001b[1;38;2;11;157;186mfennec\u001b[0m\u001b[30m fox a small mammal known for its distinctive large ears and fluffy white fur.  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;11;157;186mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;11;157;186mfennec\u001b[0m\u001b[30m fox is positioned in the foreground with a blurred background of lush green        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mfoliage.                                                                                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;11;157;186mfennec\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;11;157;186mfennec\u001b[0m\u001b[30m fox's expression is one of mischievous delight with its eyes narrowed and its mouth\u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mslightly open revealing sharp teeth.                                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;176;178;26mferal\u001b[0m\u001b[36m         \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;176;178;26mferal\u001b[0m\u001b[30m fennec fox a small mammal known for its distinctive large ears and fluffy white fur.  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;80;23;47mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma feral fennec fox a small mammal known for its distinctive large ears and fluffy white \u001b[0m\u001b[1;38;2;80;23;47mfur\u001b[0m\u001b[30m.  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;83;9;184mblurred \u001b[0m\u001b[36m      \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe fennec fox is positioned in the foreground with a \u001b[0m\u001b[1;38;2;83;9;184mblurred background\u001b[0m\u001b[30m of lush green        \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;83;9;184mbackground\u001b[0m\u001b[36m    \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mfoliage.                                                                                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\the-endangered-snow-leopard.txt          \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  fur              the snow leopard has a distinctive spotted fur pattern with a thick coat of fur that helps it   \n",
+       "                   survive in cold snowy environments.                                                             \n",
+       "                                                                                                                   \n",
+       "  snow leopard     a snow leopard a large wild cat native to the mountain ranges of central and south asia.        \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard has a distinctive spotted fur pattern with a thick coat of fur that helps it   \n",
+       "                   survive in cold snowy environments.                                                             \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's expression is intense and focused with its mouth slightly open as if it is   \n",
+       "                   sniffing the air or preparing to pounce.                                                        \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the background is blurred with a sense of depth and distance creating a sense of the snow       \n",
+       "                   leopard's remote untouched habitat.                                                             \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snowflakes in the air add to the serene wintry atmosphere hinting at the snow leopard's     \n",
+       "                   solitary independent nature.                                                                    \n",
+       "                                                                                                                   \n",
+       "  spotted fur      the snow leopard has a distinctive spotted fur pattern with a thick coat of fur that helps it   \n",
+       "                   survive in cold snowy environments.                                                             \n",
+       "                                                                                                                   \n",
+       "  snow             a snow leopard a large wild cat native to the mountain ranges of central and south asia.        \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard has a distinctive spotted fur pattern with a thick coat of fur that helps it   \n",
+       "                   survive in cold snowy environments.                                                             \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's expression is intense and focused with its mouth slightly open as if it is   \n",
+       "                   sniffing the air or preparing to pounce.                                                        \n",
+       "                                                                                                                   \n",
+       "  snow             the background is blurred with a sense of depth and distance creating a sense of the snow       \n",
+       "                   leopard's remote untouched habitat.                                                             \n",
+       "                                                                                                                   \n",
+       "  snow             the snowflakes in the air add to the serene wintry atmosphere hinting at the snow leopard's     \n",
+       "                   solitary independent nature.                                                                    \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\the-endangered-snow-leopard.txt        \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;164;87;75mfur\u001b[0m\u001b[36m           \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard has a distinctive spotted \u001b[0m\u001b[1;38;2;164;87;75mfur\u001b[0m\u001b[30m pattern with a thick coat of \u001b[0m\u001b[1;38;2;164;87;75mfur\u001b[0m\u001b[30m that helps it \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msurvive in cold snowy environments.                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[30m a large wild cat native to the mountain ranges of central and south asia.      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[30m has a distinctive spotted fur pattern with a thick coat of fur that helps it \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msurvive in cold snowy environments.                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[30m's expression is intense and focused with its mouth slightly open as if it is \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msniffing the air or preparing to pounce.                                                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is blurred with a sense of depth and distance creating a sense of the \u001b[0m\u001b[1;38;2;100;160;43msnow \u001b[0m\u001b[30m    \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[1;38;2;100;160;43mleopard\u001b[0m\u001b[30m's remote untouched habitat.                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snowflakes in the air add to the serene wintry atmosphere hinting at the \u001b[0m\u001b[1;38;2;100;160;43msnow leopard\u001b[0m\u001b[30m's   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msolitary independent nature.                                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;22;157;65mspotted fur\u001b[0m\u001b[36m   \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow leopard has a distinctive \u001b[0m\u001b[1;38;2;22;157;65mspotted fur\u001b[0m\u001b[30m pattern with a thick coat of fur that helps it \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msurvive in cold snowy environments.                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30m leopard a large wild cat native to the mountain ranges of central and south asia.      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30m leopard has a distinctive spotted fur pattern with a thick coat of fur that helps it \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msurvive in cold \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30my environments.                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30m leopard's expression is intense and focused with its mouth slightly open as if it is \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msniffing the air or preparing to pounce.                                                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is blurred with a sense of depth and distance creating a sense of the \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30m     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mleopard's remote untouched habitat.                                                           \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30mflakes in the air add to the serene wintry atmosphere hinting at the \u001b[0m\u001b[1;38;2;178;163;95msnow\u001b[0m\u001b[30m leopard's   \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30msolitary independent nature.                                                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Young-Snow-Leopard-©-David-Lawson-_-WW…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  snow             the snow leopard is sitting on a rocky outcrop surrounded by a snowy landscape.                 \n",
+       "                                                                                                                   \n",
+       "  snow             the snow leopard's eyes are focused downward its expression is calm and serene.                 \n",
+       "                                                                                                                   \n",
+       "  snow             in the background the snow and moss covered rocks create a picturesque wintry scene.            \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard is sitting on a rocky outcrop surrounded by a snowy landscape.                 \n",
+       "                                                                                                                   \n",
+       "  snow leopard     the snow leopard's eyes are focused downward its expression is calm and serene.                 \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard is sitting on a rocky outcrop surrounded by a snowy landscape.                 \n",
+       "                                                                                                                   \n",
+       "  leopard          the snow leopard's eyes are focused downward its expression is calm and serene.                 \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_realistic\\Young-Snow-Leopard-©-David-Lawson-_-WW…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[30m leopard is sitting on a rocky outcrop surrounded by a \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[30my landscape.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[30m leopard's eyes are focused downward its expression is calm and serene.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[36m          \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30min the background the \u001b[0m\u001b[1;38;2;183;69;12msnow\u001b[0m\u001b[30m and moss covered rocks create a picturesque wintry scene.          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;69;199;189msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;69;199;189msnow leopard\u001b[0m\u001b[30m is sitting on a rocky outcrop surrounded by a snowy landscape.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;69;199;189msnow leopard\u001b[0m\u001b[36m  \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;69;199;189msnow leopard\u001b[0m\u001b[30m's eyes are focused downward its expression is calm and serene.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;151;198;187mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;151;198;187mleopard\u001b[0m\u001b[30m is sitting on a rocky outcrop surrounded by a snowy landscape.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;151;198;187mleopard\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snow \u001b[0m\u001b[1;38;2;151;198;187mleopard\u001b[0m\u001b[30m's eyes are focused downward its expression is calm and serene.               \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\10b627b9b2bd45a10ecadb685679bf…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  scales           the background is dark allowing the scales to take center stage and drawing the viewer's        \n",
+       "                   attention to the intricate patterns and colors of the reptile's skin.                           \n",
+       "                                                                                                                   \n",
+       "  scales           the reptile's scales are a mix of blue black and white hues.                                    \n",
+       "                                                                                                                   \n",
+       "  scales           the scales exhibit a metallic sheen reflecting the light in a way that creates a mesmerizing    \n",
+       "                   almost iridescent effect.                                                                       \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
\n"
       ],
       "text/plain": [
-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;31;115;226mscales\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the reptile's \u001b[0m\u001b[1;38;2;31;115;226mscales\u001b[0m\u001b[32m are a mix of blue green and purple hues.\"\u001b[0m\n"
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\10b627b9b2bd45a10ecadb685679bf…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;28;67;37mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is dark allowing the \u001b[0m\u001b[1;38;2;28;67;37mscales\u001b[0m\u001b[30m to take center stage and drawing the viewer's      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mattention to the intricate patterns and colors of the reptile's skin.                         \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;28;67;37mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe reptile's \u001b[0m\u001b[1;38;2;28;67;37mscales\u001b[0m\u001b[30m are a mix of blue black and white hues.                                  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;28;67;37mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;28;67;37mscales\u001b[0m\u001b[30m exhibit a metallic sheen reflecting the light in a way that creates a mesmerizing  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30malmost iridescent effect.                                                                     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
       ]
      },
      "metadata": {},
@@ -6018,13 +2717,29 @@
     {
      "data": {
       "text/html": [
-       "
Tag \"scales\" found in caption \"the scales exhibit a metallic sheen reflecting the light in a way that creates a \n",
-       "mesmerizing almost iridescent effect.\"\n",
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\129440_Iridescent-fish-scales_…  \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  scalie           a close-up view of a scalie's scales which are shimmering in a vibrant array of blues and       \n",
+       "                   greens.                                                                                         \n",
+       "                                                                                                                   \n",
+       "  scalie           the background is dark allowing the scales to take center stage and drawing the viewer's        \n",
+       "                   attention to the intricate patterns and colors of the scalie's skin.                            \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
\n"
       ],
       "text/plain": [
-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;75;216;252mscales\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the \u001b[0m\u001b[1;38;2;75;216;252mscales\u001b[0m\u001b[32m exhibit a metallic sheen reflecting the light in a way that creates a \u001b[0m\n",
-       "\u001b[32mmesmerizing almost iridescent effect.\"\u001b[0m\n"
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\129440_Iridescent-fish-scales_…\u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;46;60;78mscalie\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30ma close-up view of a \u001b[0m\u001b[1;38;2;46;60;78mscalie\u001b[0m\u001b[30m's scales which are shimmering in a vibrant array of blues and     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mgreens.                                                                                       \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;46;60;78mscalie\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe background is dark allowing the scales to take center stage and drawing the viewer's      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mattention to the intricate patterns and colors of the \u001b[0m\u001b[1;38;2;46;60;78mscalie\u001b[0m\u001b[30m's skin.                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
       ]
      },
      "metadata": {},
@@ -6033,11 +2748,43 @@
     {
      "data": {
       "text/html": [
-       "
Tag \"reptile\" found in caption \"the reptile's scales are a mix of blue green and purple hues.\"\n",
+       "
                                                                                                                   \n",
+       "  Duplicate Tag    C:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\p86qy9k3xm851.txt                \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       "  scales           the snake has vibrant iridescent scales that glisten in the light creating a rainbow-like       \n",
+       "                   pattern.                                                                                        \n",
+       "                                                                                                                   \n",
+       "  scales           the scales are a mix of blue green and purple hues with the head and upper body predominantly   \n",
+       "                   featuring the blue and purple tones.                                                            \n",
+       "                                                                                                                   \n",
+       "  scales           the reptile's scales are a mix of blue green and purple hues.                                   \n",
+       "                                                                                                                   \n",
+       "  scales           the scales exhibit a metallic sheen reflecting the light in a way that creates a mesmerizing    \n",
+       "                   almost iridescent effect.                                                                       \n",
+       "                                                                                                                   \n",
+       "  reptile          the reptile's scales are a mix of blue green and purple hues.                                   \n",
+       "                                                                                                                   \n",
+       "                                                                                                                   \n",
        "
\n"
       ],
       "text/plain": [
-       "Tag \u001b[32m\"\u001b[0m\u001b[1;38;2;230;113;55mreptile\u001b[0m\u001b[32m\"\u001b[0m found in caption \u001b[32m\"the \u001b[0m\u001b[1;38;2;230;113;55mreptile\u001b[0m\u001b[32m's scales are a mix of blue green and purple hues.\"\u001b[0m\n"
+       "                                                                                                                   \n",
+       " \u001b[1m \u001b[0m\u001b[1mDuplicate Tag \u001b[0m\u001b[1m \u001b[0m \u001b[1m \u001b[0m\u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\5_scale_iridescence\\p86qy9k3xm851.txt              \u001b[0m\u001b[1m \u001b[0m \n",
+       " ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe snake has vibrant iridescent \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[30m that glisten in the light creating a rainbow-like     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mpattern.                                                                                      \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[30m are a mix of blue green and purple hues with the head and upper body predominantly \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30mfeaturing the blue and purple tones.                                                          \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe reptile's \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[30m are a mix of blue green and purple hues.                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[36m        \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;150;159;161mscales\u001b[0m\u001b[30m exhibit a metallic sheen reflecting the light in a way that creates a mesmerizing  \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m                \u001b[0m \u001b[30m \u001b[0m\u001b[30malmost iridescent effect.                                                                     \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[36m \u001b[0m\u001b[1;38;2;126;56;70mreptile\u001b[0m\u001b[36m       \u001b[0m\u001b[36m \u001b[0m \u001b[30m \u001b[0m\u001b[30mthe \u001b[0m\u001b[1;38;2;126;56;70mreptile\u001b[0m\u001b[30m's scales are a mix of blue green and purple hues.                                 \u001b[0m\u001b[30m \u001b[0m \n",
+       " \u001b[30m \u001b[0m\u001b[30m              \u001b[0m\u001b[30m \u001b[0m \u001b[30m \u001b[0m\u001b[30m                                                                                              \u001b[0m\u001b[30m \u001b[0m \n",
+       "                                                                                                                   \n"
       ]
      },
      "metadata": {},
@@ -6050,8 +2797,10 @@
     "import re\n",
     "from rich import print\n",
     "from rich.console import Console\n",
+    "from rich.table import Table\n",
     "from rich.style import Style\n",
     "from rich.color import Color\n",
+    "from rich.box import SIMPLE\n",
     "\n",
     "def find_files(path, extension):\n",
     "    for root, dirs, files in os.walk(path):\n",
@@ -6062,22 +2811,35 @@
     "def process_file(file_path):\n",
     "    console = Console()\n",
     "    file_path_printed = False\n",
+    "    duplicates = {}\n",
+    "\n",
     "    with open(file_path, 'r') as file:\n",
     "        content = file.read()\n",
     "        elements = content.split(',')\n",
     "        captions = [element.strip() for element in elements if '.' in element]\n",
     "        tags = [element.strip() for element in elements if '.' not in element and element.strip() != '']\n",
-    "        for tag in tags:\n",
-    "            pattern = r'\\b{}\\b'.format(re.escape(tag))\n",
-    "            for caption in captions:\n",
-    "                if re.search(pattern, caption):\n",
-    "                    if not file_path_printed:\n",
-    "                        console.print(f'\\n\\n[bold]{file_path}[/bold]\\n')\n",
-    "                        file_path_printed = True\n",
-    "                    color = Color.from_rgb(random.randint(0, 255), random.randint(0, 255), random.randint(0, 255))\n",
-    "                    style = Style(color=color, bold=True)\n",
-    "                    highlighted_caption = caption.replace(tag, f\"[{style}]{tag}[/{style}]\")\n",
-    "                    console.print(f'Tag \"[{style}]{tag}[/{style}]\" found in caption \"{highlighted_caption}\"')\n",
+    "\n",
+    "    for tag in tags:\n",
+    "        pattern = r'\\b{}\\b'.format(re.escape(tag))\n",
+    "        for caption in captions:\n",
+    "            if re.search(pattern, caption):\n",
+    "                if tag not in duplicates:\n",
+    "                    r, g, b = random.randint(0, 200), random.randint(0, 200), random.randint(0, 200)\n",
+    "                    duplicates[tag] = Style(color=Color.from_rgb(r, g, b), bold=True)\n",
+    "\n",
+    "    if duplicates:\n",
+    "        if not file_path_printed:\n",
+    "            table = Table(show_header=True, header_style=\"bold\", expand=True, box=SIMPLE)\n",
+    "            table.add_column(\"Duplicate Tag\", style=\"cyan\", no_wrap=False, width=30)\n",
+    "            table.add_column(f\"{file_path}\", style=\"black\", no_wrap=False, width=120)\n",
+    "            file_path_printed = True\n",
+    "\n",
+    "        for tag, style in duplicates.items():\n",
+    "            for caption in [caption for caption in captions if re.search(r'\\b{}\\b'.format(re.escape(tag)), caption)]:\n",
+    "                table.add_row(f\"[{style}]{tag}[/]\", caption.replace(tag, f\"[{style}]{tag}[/]\"))\n",
+    "                table.add_row(style=\"black\")\n",
+    "\n",
+    "        console.print(table)\n",
     "\n",
     "def main():\n",
     "    path = 'C:\\\\Users\\\\kade\\\\Desktop\\\\training_dir_staging'\n",