original_image
image
prompt
string
transformed_image
image
"a small wheat field beside a forest, studio lighting, golden ratio, details, masterpiece, fine art, intricate, decadent, ornate, highly detailed, digital painting, octane render, ray tracing reflections, 8 k, featured, by claude monet and vincent van gogh "
"palette knife oil painting, loose brushwork, anthropomorphic cute calf baby cow sucking on a binky pacifier, paint splatter, thick paint, impasto, cottagecore, readability, extremely detailed, rustic, sharp focus, art by brothers hildebrandt "
"sepia photograph of a ghost scary dramatic 3 5 mm realistic cinematic "
"a penguin swimming through hyperspace by ross tran, highly detailed, sharp focus, studio lighting, deviantart, artstation "
"a small field of grain overlooking the sea, studio lighting, golden ratio, details, masterpiece, fine art, intricate, decadent, ornate, highly detailed, digital painting, octane render, ray tracing reflections, 8 k, featured, by claude monet and vincent van gogh "
"palette knife oil painting, loose brushwork, anthropomorphic cute giraffe eating leaves, paint splatter, thick paint, impasto, cottagecore, readability, extremely detailed, rustic, sharp focus, art by brothers hildebrandt "
"split brains and atomic persons "
"face shot of scarlett johansson, pearl earring by johannes vermeer 3 2 k trending on artstation artstation portrait artstation hd cgsociety contest winner award winning "
"palette knife oil painting, loose brushwork, anthropomorphic cute blue kitten playing a kazoo, paint splatter, thick paint, impasto, cottagecore, readability, extremely detailed, rustic, sharp focus, art by brothers hildebrandt "
"face shot of elizabeth olsen, pearl earring by johannes vermeer 3 2 k trending on artstation artstation portrait artstation hd cgsociety contest winner award winning "
"palette knife oil painting, loose brushwork, anthropomorphic cute green kitten playing a trumpet, paint splatter, thick paint, impasto, cottagecore, readability, extremely detailed, rustic, sharp focus, art by brothers hildebrandt "
"palette knife oil painting, loose brushwork, cute orange kitten playing a tuba, paint splatter, thick paint, impasto, cottagecore, readability, extremely detailed, rustic, sharp focus, art by brothers hildebrandt "
"face shot of robert downey junior, pearl earring by johannes vermeer 3 2 k trending on artstation artstation portrait artstation hd cgsociety contest winner award winning "
"depth map texture, greyscale, top down, satellite view, city map "
"palette knife oil painting, loose brushwork, cute purple kitten playing a kazoo, paint splatter, thick paint, impasto, cottagecore, readability, extremely detailed, rustic, sharp focus, art by brothers hildebrandt "
"a man with a robot head like robbie the robot from lost in space realistic cinematic 3 5 mm "
"whimsical japanese woodblock print of a goldfish, digital fine art, silly, by utagawa and hokusai and studio ghibli. trending. award - winning. featured. "
"breath taking macro photo of spigelia marilandica covered in early morning dew. backlit by the morning sun. "
"breath taking macro photo of flowering spigelia marilandica ( indian pink ) covered in early morning dew. backlit by the morning sun. "
"breath taking macro photo of flowering crimson red gentian flowers, covered in early morning dew. backlit by the morning sun. "
"a photorealistic highly detailed painting of pitbull in hell next to a cozy rainy window by johfra bosschart, lisa frank, kinkade, visionary art, dark fantasy art, high detail, trending on artstation "
"breath taking macro photo of flowering crimson red gentian flowers with canary yellow interiors, covered in early morning dew. backlit by the morning sun. bokeh. "
"breath taking macro photo of flowering crimson red gentian flowers with canary yellow interiors, covered in early morning dew. backlit by the morning sun. bokeh. "
"mindy kaling as wonder woman posed with glowing rope over her head, powerful cover art, painting by alex ross, dynamic angle, stunning dramatic light, poster "
"aesthetically pleasing macro photography by raymonddukes ( flickr ), featured, trending, award winning, masterpiece. "
"aesthetically pleasing flower macro photography by raymonddukes ( flickr ), featured, trending, award winning, masterpiece. "
"aesthetically pleasing insect macro photography by raymonddukes ( flickr ), featured, trending, award winning, masterpiece. "
"back view of a woman war hero standing before an erupting volcano cinematic theatrical lighting dramatism anton fadeev greg rutkowski intricate 3 2 k trending on artstation cgsociety contest winner award winning golden ratio centered minutia details "
"swimming in deep water with a spider on your head "
"aesthetically pleasing isopoda macro photography by raymonddukes ( flickr ), featured, trending, award winning, masterpiece. "
"baroque oil painting handsome aristocrat in blue suit playing a laptop in warehouse, painted by greg rutkowski cushart krentz jeremy mann, dune sandworm, viktor antonov, back view, soft lighting "
"photorealistic led dark kafkaesque dystopian portrait of angry crazy evil teppanyaki chef laughing manically and yelling. lightning and fire everywhere. high quality digital art. "
"aesthetically pleasing macro photography of a flower crossed with a millipede, featured, trending, award winning, masterpiece. "
"jameela jamil as wonder woman with golden lasso over her head, cover poster art, painting by alex ross, dynamic angle, stunning dramatic light, poster "
"audrey hepburn pop art "
"asteroid falling imminently from the sky cinematic theatrical lighting dramatism anton fadeev greg rutkowski intricate 3 2 k trending on artstation cgsociety contest winner award winning golden ratio centered minutia details "
"a still from a 1 9 6 0's color sci - fi movie of a robot listening to an ipod and holding a smart phone to its head. "
"audrey hepburn movie poster "
"a movie still from pixar's newt. "
"arundhati roy as wonder woman with golden lasso over her head, cover poster art, painting by alex ross, dynamic angle, stunning dramatic light, poster "
"monkey robot realistic cinematic "
"a tonalism portrait of a ghost "
"face shot of a beautiful woman portrait!! cinematic theatrical lighting dramatism vincent van gogh intricate 3 2 k trending on artstation cgsociety contest winner award winning golden ratio centered minutia details "
"a very funny stoner meme "
"danny devito in minecraft "
"a movie still of kermit the frog from shaun the sheep. "
"a hysterical stoner!!!! meme about how funny pot is. "
"a movie still of sonic the hedgehog from shaun the sheep. "
"a very funny stoner meme "
"a movie still of sonic the hedgehog from shaun the sheep. "
"a very funny stoner meme "
"a movie still of felix the cat by pixar and disney and aardman animation. "
"obese mort "
"a hysterical stoner meme about how funny pot is. "
"a movie still of a ginger cat in shaun the sheep. "
"a hysterical stoner meme about how funny pot is. "
"taken from the ocean you see the islands of hawaii rainy atmosphere sad melancholic gloomy stormy trending on unsplash 3 2 k photorealism unsplash hd unsplash 4 k realism unsplash hq unsplash landscape photography landscape hd intricate detailed hawaiian atmosphere "
"obese mort "
"a stop motion ginger cat in the style of aardman animation. "
"a hysterical stoner meme about how funny pot is. "
"photo of paul klee with simple smile paint detailed digital artstation, portrait hd 4 k, y greg rutkowski and gaston bussiere and craig mullins and j. c. leyendecker, hd "
"a hysterical stoner meme about how funny pot is. "
"gaunt, ghoulish ink wash portrait of octogenarian steven tyler "
"a hysterical stoner meme about how funny pot is. "
"a hysterical stoner meme about how funny pot is. "
"full body shot of a horrific creature on a sidewalk trending on unsplash surreal unusual strange 4 k photorealism 3 2 k intricate unsplash weird unsplash hd unsplash hq unsplash creatures unsplash animals "
"a hysterical stoner meme about how truly funny pot can be. "
"photo of ethan van sciver with simple smile paint detailed digital artstation, portrait hd 4 k, y greg rutkowski and gaston bussiere and craig mullins and j. c. leyendecker, hd "
"a hysterical stoner meme about how funny pot is. "
"photo of karel appel with simple smile paint detailed digital artstation, portrait hd 4 k, y greg rutkowski and gaston bussiere and craig mullins and j. c. leyendecker, hd "
"low poly, pixar, un surreal hybrid animals, nostalgia for a fairytale, magic realism, flowerpunk, mysterious vivid colors by andy kehoe and amanda clarke en un mundo de gediminas pranckevicius y shamsia hassani "
"screenshot of an orange that has legs walking on a sidewalk trending on unsplash surreal unusual strange 4 k photorealism 3 2 k intricate unsplash weird unsplash hd unsplash hq unsplash creatures unsplash animals "
"walter blanco "
"ohm phanphiroj's aesthetic! ultra - realistic! full - body! picture! of kelsi monroe's cute anatomy πŸ‘ adorable face πŸ‘Έ shapely body βŒ›, she's intricate and elegant wrapped in a light flowing silk πŸ‘™, her back to us, her silk falling to the floor, light on the tattoos 🎨, and, piercings 🧷, a"
"screenshot of a man with a baby's head walking on a sidewalk trending on unsplash surreal unusual strange 4 k photorealism 3 2 k intricate unsplash weird unsplash hd unsplash hq unsplash creatures unsplash animals "
"ohm phanphiroj's aesthetic! ultra - realistic! full - body! picture! of kelsi monroe's cute anatomy adorable face shapely body, she's intricate and elegant wrapped in a light flowing silk, light on the tattoos, and, piercings, a highly detailed real - life 1 0 8 - megapixel photograph, art nouveau, epic composition, hd"
"5 5 mm photo of wine - glass on a zen minimalist table with gorgeous bar. highly detailed 8 k. intricate. lifelike. soft light. nikon d 8 5 0. "
"ohm phanphiroj's aesthetic! ultra - realistic! full - body! picture! of kelsi monroe's cute anatomy adorable face shapely body, she's intricate and elegant wrapped in a light flowing silk, light on the tattoos, and, piercings, a highly detailed real - life 1 0 8 - megapixel photograph, art nouveau, epic composition, hd"
"marchena "
"ohm phanphiroj's aesthetic! ultra - realistic! full - body! picture! of kelsi monroe's cute anatomy adorable face shapely body, she's intricate and elegant wrapped in a light flowing silk, light on the tattoos, and, piercings, a highly detailed real - life 1 0 8 - megapixel photograph, art nouveau, epic composition, hd"
"what i can pull out of my cess pit of a brain "
"grimes as a cyberpunk warrior sitting at a dinner table, looking out through a window to the dismal utopian city below 3 d render trending on artstation cgsociety contest winner award winning art volumetric lighting lens flare bioluminescent colors neon subsurface scattering 3 2 k detailed 1 6 k quality 4 k quality highly detailed "
"ohm phanphiroj's aesthetic! ultra - realistic! full - body! picture! of kelsi monroe's cute anatomy adorable face shapely body, she's intricate and elegant wrapped in a light flowing silk, light on the tattoos, and, piercings, a highly detailed real - life 1 0 8 - megapixel photograph, art nouveau, epic composition, hd"
"photo of vasquez rocks at night, dusk, cinematic "
"ohm phanphiroj's aesthetic! ultra - realistic! full - body! picture! of kelsi monroe's cute anatomy πŸ‘ adorable face πŸ‘Έ shapely body βŒ›, she's intricate and elegant wrapped in a light flowing silk πŸ‘™, her back to us, her silk falling to the floor, light on the tattoos 🎨, and, piercings 🧷, a"
"photo of tim heidecker eating a 1 2 foot sub sandwich on the witness stand in a courtroom drama "
"cyborg elon musk "
"photo of michelle jenneke with simple smile paint detailed digital artstation, portrait hd 4 k, y greg rutkowski and gaston bussiere and craig mullins and j. c. leyendecker, hd "
"baby drinking beer and getting drunk realistic cinematic 3 5 mm "
"an astronaut sitting in a christian throne with jewels and mushrooms, with planets and zodiac constelations, by dan mumford, by ross tran, psychedelic digital art, symmetry "
"cute portrait of jinx from league of legends with flowers in her hair, blue color scheme. highly detailed, league of legends, anime, cat girl, artgerm, artstation, soft light, sharp focus, illustration, character design, tv show "
"photo of francisco de zurbaran with simple smile paint detailed digital artstation, portrait hd 4 k, y greg rutkowski and gaston bussiere and craig mullins and j. c. leyendecker, hd "
"alfred stieglitz's [ aesthetic ]!! love in the shape of mia malkovareal cute anatomy adorable face shapely body, she's intricate and elegant, a highly detailed real - life 1 0 8 - megapixel photograph, deeply 3 d rendered, huhd 8 k, hdr, concept art, smooth and sharp focus "
"a frog wearing police cap, photorealistic, highly detailed, unreal engine "
"a little girl with big blue eyes, blonde pigtails sitting with a very cute white poodle. detailed, high quality painting by artgerm and greg rutkowski and ilya kuvshinov "
"wiccan elizabeth olsen as scarlet witch [ sitting in an eloquent throne ]!! trending on artstation 3 2 k quality artstation hd artstation hq cgsociety contest winner wiccan tarot mannerism d & d "
"photo europian beautiful fat women with simmetrical beautiful face dressed in a red dress dansing, anatomically correct, full shot, kodak "
"ohm phanphiroj's [ aesthetic ]!! mia malkovareal cute anatomy adorable face shapely body, she's intricate and elegant, a highly detailed real - life 1 0 8 - megapixel photograph, deeply 3 d rendered, huhd 8 k, hdr, concept art, smooth and sharp focus "
"alien insects by ernst haeckel "
"photo europian beautiful fat women with simmetrical cute face dressed in a red dress dansing, anatomically correct, full shot, kodak "

Canny DiffusionDB

This dataset is the DiffusionDB dataset that is transformed using Canny transformation.

You can see samples below πŸ‘‡

Sample:

Original Image: image Transformed Image: image Caption: "a small wheat field beside a forest, studio lighting, golden ratio, details, masterpiece, fine art, intricate, decadent, ornate, highly detailed, digital painting, octane render, ray tracing reflections, 8 k, featured, by claude monet and vincent van gogh "

Below you can find a small script used to create this dataset:


def canny_convert(image):
  image_array = np.array(image)
  gray_image = cv2.cvtColor(image_array, cv2.COLOR_BGR2GRAY)
  edges = cv2.Canny(gray_image, 100, 200)
  edge_image = Image.fromarray(edges)
  return edge_image

dataset = load_dataset("poloclub/diffusiondb", split = "train")

dataset_list = []
for data in dataset:

  image_path = data["image"]
  prompt = data["prompt"]
  transformed_image_path = canny_convert(image_path)

  new_data = {
      "original_image": image,
      "prompt": prompt,
      "transformed_image": transformed_image,
  }
  dataset_list.append(new_data)
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