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00000356-6750-5661-9215-0f86fbdf11cc | wind blows and moves hairs -motion 3 | Drawing | 2024-09-05 06:06:24 | 0.003086 | UNSAFE |
|
000008a3-a1d3-54cf-9f0d-9ed58ea696b5 | Un mobre frente a su computadora, lleva su mano hacia su cabeza. | Cartoon character | 2023-12-10 03:12:35 | 0.014369 | SAFE |
|
000014b9-f83b-556b-a7e5-4ae3c7cdab14 | low clouds flying above the city -camera zoom in
-motion 1 | Cityscape | 2023-11-20 19:06:45 | 0.000189 | SAFE |
|
00001c74-bdef-58aa-8726-90faf7a0a656 | masterpiece, beautiful girl's vivid green eye watching around and blinking, thick eyelashes, thick eyebrows, freckles, bangs -neg text, morphing, distorted, noisy, fluctuation in motion, blurry, poorly drawn, lack of detail, oversharp, low quality, inconsistent lighting -fps 24 -gs 12 -motion 4 -camera zoom in | Eye illustration | 2023-10-25 19:56:14 | 0.000446 | SAFE |
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00001e79-c39d-58f7-9c09-69887d64129c | wind and waving trees in sunny day | Mountain village | 2023-09-11 06:17:08 | 0.000208 | SAFE |
|
0000265c-1591-5412-90ed-08107c62cb29 | -neg "extra limb,poorly drawn,blurry,grainy,low resolution,oversaturated,lack of detail,inconsistent lighting,morphing,erratic,fluctuation in motion,noisy,bad quality,distorted" ar16:9 -seed 939 -fps 18 -gs 12 -motion 4 | Animal friends | 2024-01-10 10:28:56 | 0.000516 | SAFE |
|
00003ca2-9eef-5a6e-9c0e-de7751707f3a | Hyperrealistic panoramic view of a desolate Sahara desert, with a tiny, sun-scorched figure in the foreground | Desert landscape | 2024-01-22 02:00:26 | 0.000161 | SAFE |
|
00004134-b66a-50d1-a464-baf9a9e7f415 | hair blowing with wind, wind blowing, glowing, shimmering, silver glowing | Fairy | 2024-09-12 20:00:58 | 0.002147 | QUESTIONABLE |
|
000055e0-68de-5539-a8fa-a9dab46834ba | high speed Police car driving in high way, flashlight sirene, -fps 24 -camera pan right -motion 4 -gs 20 -neg morphing, erratic fluctuation in motion, noisy, bad quality, distorted, poorly drawn, blurry, grainy, low resolution, oversaturated, lack of detail, inconsistent lighting | Futuristic car | 2023-10-18 08:30:37 | 0.000469 | SAFE |
|
00005cf7-5a7e-5edf-a84e-66916ab7253e | warrior women swinging her blade, she then charges out of the image | Warrior | 2023-08-21 13:05:45 | 0.004467 | SAFE |
|
00005fcb-df26-50c4-b00c-97b5632ce158 | body builder camera pan left | Bodybuilder | 2023-10-23 16:53:13 | 0.005638 | QUESTIONABLE |
|
000060bd-08c5-59da-ab21-aceaaffeac99 | dynamic characters -gs 21 -ar 4:3 -motion 3 -seed 17980856848304750376 | Person | 2023-12-06 11:46:58 | 0.004187 | SAFE |
|
00008ae0-43af-50be-9f63-bcb287ebb812 | modeling punk sunglasses, windy | Sunglasses | 2023-11-16 23:00:33 | 0.014459 | SAFE |
|
0000965b-3afe-5e5f-8689-22c1d526dfd1 | a student cleaning his desk by paper | Classroom scene | 2023-12-28 18:59:01 | 0.002003 | SAFE |
|
0000af9e-4a1f-501a-bc0f-5dcdb4ca8daa | sand storm is moving through | Desert landscape | 2023-11-02 17:11:51 | 0.000204 | SAFE |
|
0000ced9-2d72-553e-9b54-8863e2580f84 | Smoke comes out of the aromatic coffee that is inside the cup. | Cup | 2023-10-05 13:26:38 | 0.000289 | SAFE |
|
0000d3e3-2e6d-58c4-8433-e24c396caa5c | _ ar 16.9, 8K HD sunlight coming from trees in a large forest, walking, cinematic movie style , Slow motion, smoke movement in the background -camera zoom in | Two people | 2023-10-02 20:34:30 | 0.000233 | SAFE |
|
0000d7f2-4997-5e15-8db9-e2197663473b | Her face is ethereal and pure, her celestial appearance is like that of an immortal. She is dressed in white clothes. She is standing in the wind with a blue fairy sword on her back, and her hair is flying | Fantasy warrior | 2024-06-02 16:39:40 | 0.003849 | SAFE |
|
0000eeed-b5ef-583d-8383-db2d64b7e9a9 | both smile | Animated characters | 2023-12-18 14:33:39 | 0.000172 | SAFE |
|
0000f0da-17d1-52f0-9528-0c4f30bf5f52 | explodes -zoom in -motion 4 | Color splash | 2023-09-21 08:09:59 | 0.002642 | SAFE |
|
0000f54b-3a15-5061-8278-7866dc34db71 | zoom in the drone | Drone delivery | 2023-12-14 16:42:15 | 0.000442 | SAFE |
|
0000fdc2-519d-5a2e-91eb-abeb80e4edba | a spaceship moving towards earth -motion 2 -gs 14 -camera pan left | Spaceship | 2023-10-11 04:36:39 | 0.000355 | SAFE |
|
00010a64-9228-5d8d-8193-69c3d2d4b171 | A man in a spacesuit plays the guitar, very detailed illustration, full-color illustration, sings -ar 1:1 | Astronaut musician | 2024-05-06 20:50:32 | 0.000834 | SAFE |
|
000114fe-ba24-5e45-81f6-d1f7b8686756 | flower petals falling, sparkle | Wedding decoration | 2023-10-15 00:08:27 | 0.001013 | SAFE |
|
00011c02-6741-53c5-b319-0cbcd5b430cb | Bosque encantado, con rio dorado fluyendo | Forest stream | 2023-10-03 22:37:57 | 0.000671 | SAFE |
|
000128ea-f178-5677-b597-fafe79413a76 | highly detailed flowing green energy emitted from dead old lady -camera zoom out -neg morphing, erratic fluctuation in motion, noisy, bad quality, distorted, poorly drawn, blurry, grainy, low resolution, oversaturated, lack of detail, inconsistent lighting -motion 4 | Spectral figure | 2023-11-01 18:19:58 | 0.000716 | SAFE |
|
00014aa3-40a0-519b-baf0-ec7341f00e99 | create movement of his lips like he is speaking | Fantasy character | 2023-12-04 07:27:58 | 0.007299 | SAFE |
|
00015143-b396-53ad-9ab3-b6e72d1cd42e | 3d volumen, ghost fly and laugh around smoothly, smooth animation -motion 4 -fps 24 -ar 16:9 , high quality, hd, –neg "deformed,disfigured,pixelated,poorly drawn, skeetch, doodle, draft, ugly, blurry, low quality, low resolution" | Ghost pumpkins | 2023-09-11 01:30:38 | 0.000916 | SAFE |
|
000153bb-a34b-51e5-949b-965ec3913812 | un medico habla con una paciente antes de operarla | Medical scene | 2024-05-15 16:06:36 | 0.001703 | SAFE |
|
00015928-c3c5-5b40-8e68-531d28ab40af | Rabbit walking towards the camera, in a disney pixar movie style -neg "distortion, adding limbs, waving arms, deforming body" -fps 12 -gs 18 -camera zoom out -motion 0 -seed 1234 ۔ | Animated rabbit | 2024-05-02 05:52:09 | 0.000241 | SAFE |
|
00015bc0-5476-5c69-a43f-94566a56258c | The breeze was blowing gently, and the girl moved forward very slowly -neg "face deformation, smiling, turning around, turning, changing direction, wrong anatomy" -motion 0 | Anime character | 2024-01-12 23:26:58 | 0.000972 | SAFE |
|
00015fa8-7caf-5a7e-9f11-2cf408d306b2 | make it moving and white spots twinkling | Album cover | 2024-05-14 21:25:58 | 0.006831 | SAFE |
|
00016622-cb1c-58e0-8168-b02fa59a3b34 | people moving in the background | Advertisement | 2023-10-25 23:40:46 | 0.000764 | SAFE |
|
00017f86-60ad-5c57-952f-fe1828786185 | moves slowly and forwards, overall rotation, stays clear | Digital art | 2024-06-06 15:14:28 | 0.000655 | SAFE |
|
0001829a-918f-5f35-bd4b-f4ac14c8f163 | Animate butterflies and girl smiling | Fairy garden | 2023-09-01 16:29:23 | 0.001452 | QUESTIONABLE |
|
000185f2-dceb-5c7f-a03f-6bd2b71663fd | wall crumbling down | Graffiti wall | 2023-12-25 07:12:33 | 0.004087 | SAFE |
|
0001869b-b3eb-5ff2-8a6d-601c90d32b7d | Hyper Realistic color epic cinematography: Craft a captivating digital artwork depicting a robotic fishing companion aiding local fishermen in an Indonesian coastal village, utilizing advanced sonar technology to locate optimal fishing spots and optimize catch efficiency. Illustrate the robot assisting with net deployment, fish sorting, and navigation, seamlessly integrating into the traditional maritime activities while enhancing productivity and sustainability in Indonesia's fishing industry, -camera rotate anticlockwise , -gs15, -motion4, -neg morphing, erratic fluctuation in motion, noisy, bad quality, distorted | Robot, human | 2024-04-12 08:28:53 | 0.000179 | SAFE |
|
000192fe-b9d6-5ae6-ae1d-9e372b2d6ace | Running forward, 4k ultra-high definition video, and smooth movements | Cartoon character | 2023-09-19 12:03:35 | 0.000208 | SAFE |
|
000195e3-cca3-5fed-a6e4-0d7e394d6d26 | opening her eyes, laughing | Abstract painting | 2023-09-20 05:51:35 | 0.002223 | SAFE |
|
00019a49-bfd2-5df4-98c1-34a3e53be71b | man standing in silence -fps 24 -neg distortion, morphing, limp | Person | 2024-02-19 13:28:02 | 0.003444 | SAFE |
|
00019e57-283e-559a-a483-8e856bebf017 | very fast space travel with light speed for starships inside starfields | Spaceship battle | 2023-08-05 11:05:36 | 0.000206 | SAFE |
|
0001a0c7-1f6e-5169-96ca-5dea1164334c | some birds flying | Bedroom | 2023-11-15 16:45:17 | 0.000373 | SAFE |
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0001a68b-b78c-55fd-804c-23b260da36dd | rainning in forest , as a real | Forest | 2024-05-13 19:45:17 | 0.000743 | SAFE |
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0001bf78-868a-5848-bba4-e458821c9215 | image turns to face camera, -camera pan left | Person | 2023-09-27 23:33:48 | 0.001012 | SAFE |
|
0001cbf5-4ed6-56a2-a4b9-4506652e20ca | slight Movement | Girl, Cat | 2023-12-26 09:36:23 | 0.001042 | SAFE |
|
0001d03e-8c91-59ad-899f-664fb7724d00 | man hun | Runner | 2023-07-22 12:27:11 | 0.013582 | SAFE |
|
0001f09e-a0a8-511a-9e2e-4cc794511c90 | underway | Sailing ship | 2024-01-07 13:09:00 | 0.000662 | SAFE |
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0001f65f-1c29-5e08-b1c0-803c0237fb35 | ingles a In this image there is a yellow tiger mask, on a background of plants. Make the mask move from side to side by opening and closing your eyes, at the same time you can see the leaves of the plants moving and white smoke coming out between the leaves. | Tiger art | 2023-10-06 07:54:38 | 0.000684 | SAFE |
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0002005f-5001-55e7-b9a8-da33da785f08 | boys are taking to each others | Hospital room | 2024-01-21 14:02:24 | 0.000874 | SAFE |
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00020102-9a9d-547a-9045-35a20aa3a506 | colors explosion around the women | Artistic portrait | 2024-01-25 20:30:01 | 0.018643 | SAFE |
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0002124a-c1e8-56ec-9d19-4012af488a67 | Jumping Image Message: 1 Attachment | Parkour jumper | 2023-12-13 01:23:29 | 0.005388 | SAFE |
|
0002140d-e684-5aa5-ac9a-87ba1927354c | showing torso | Person | 2023-10-26 08:08:27 | 0.007215 | QUESTIONABLE |
|
00021bcb-7aef-5a57-94f8-0f23600b8997 | Funny facial expressions,stick out your tongue,lovely,-moution 2 | Portrait painting | 2023-10-24 23:23:01 | 0.065127 | SAFE |
|
00021d64-fd79-5aeb-bb11-341b7bd9c607 | dust, movement, walking -motion 4 -camera zoom in -ag 20 -neg warped | Festival scene | 2024-03-23 11:05:31 | 0.000436 | QUESTIONABLE |
|
00022ac7-750e-58ff-98f8-e82260fefd9d | Drummer's Groove in Oil-Style Jazz Imagery Produce an oil-painting video showcasing the dynamic skills of a jazz drummer. Make sure to accentuate the blues and create a visual representation of the drummer's rhythm. | Drums | 2023-09-02 22:39:13 | 0.000203 | SAFE |
|
00023a81-3ee7-5527-99cc-02b2623acd76 | -movement -full arm movement -cigarette smoke -one eye wink -camera zoom out -35mm film -vintage film -1960s | Grinch | 2023-12-11 08:58:20 | 0.000347 | SAFE |
|
00024d6c-1947-5012-b87d-4e2084a82ec8 | disco dance music swing | Cartoon character | 2023-11-02 12:31:08 | 0.008135 | SAFE |
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00025419-ecfa-538e-b432-65e8856e4a19 | cherry blossoms falling,-motion 4 | Cherry blossoms | 2024-03-31 16:24:47 | 0.000184 | SAFE |
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00026413-aed8-55dc-8557-342519ea487c | The leopard's whole body trembled slightly, its ears trembled, and its eyes glared | Cartoon leopard | 2024-04-03 23:38:22 | 0.002121 | SAFE |
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0002666c-4642-5d5f-b3e2-03fe6943ff7d | the women say, -motion 0 | Animated characters | 2023-10-10 19:08:30 | 0.005371 | SAFE |
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00026c93-c44c-50b8-9f41-fb7125690514 | A Russian army deploys advanced drones to scout the location of American forces before the battle erupts. | Military exercise | 2023-12-09 19:05:54 | 0.000237 | SAFE |
|
00026cce-2735-5a4d-8623-127f4e3cc77e | slight movement fireplace crackling fire, candle flame, christmas tree lights blinking, dog sleeping-neg morphing, erratic fluctuation in motion, noisy, bad quality, distorted, poorly drawn, blurry, grainy, low resolution, oversaturated, lack of detail, inconsistent lighting image: | Cozy room | 2023-11-29 04:07:26 | 0.000714 | SAFE |
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0002737d-e2ee-5dc1-9d36-3d609274c5c9 | Princess enter magical portal. Portal is made of golden partical. no of field, subtle colors, fantastical realm, extremely detailed, ultra sharp focus, light particles, attention to detail, grandeur and awe, cinematic, stunning visual masterpiece, double exposure, photorealistic, cinematographic scene, highest quality, 32k, octane render, (((Sharp))), (((hyper Real))) fantasy, (((high resolution 8k))), (best quality), (correct proportions), (stable detailed) -m 4 , -neg morphing, facial morphing, erratic fluctuation in motion, noisy, bad quality, distorted, disfiguring, poorly drawn, blurry, grainy, low resolution, oversaturated, lack of detail, inconsistent lighting | Portal scenery | 2024-02-22 04:37:26 | 0.000185 | SAFE |
|
000275dd-d7cb-5781-8b1a-9333a1fda07b | People running, water flowing slightly, seagulls flying -gs 11 -motion 3 | Beach scene | 2023-11-17 16:19:45 | 0.000268 | SAFE |
|
0002780e-194e-5431-9447-80f8d88a0702 | A 5-year-old girl named 3D animated transition to Lily asking endless questions. | Animated character | 2023-11-02 21:44:10 | 0.00033 | SAFE |
|
00028801-11a1-5e71-917c-c4526de994ba | hugging each other, beautiful background | People | 2023-09-23 12:38:13 | 0.011941 | SAFE |
|
00028ed0-54ac-5633-b774-624e97a7f06b | blowing of flowers, lake water softly moving, hair of woman blowing from the soft wind -gs 20 - motion 4 - camera zoom in | Fantasy landscape | 2023-10-16 01:31:17 | 0.00228 | SAFE |
|
0002912d-51af-5fe4-b22e-fb0156fd33ea | dragon swam out of the water and flew into the sky | Animated dragon | 2023-10-25 17:52:21 | 0.000732 | SAFE |
|
00029a09-d67b-5278-9a52-90b4d425b1c4 | straggling | Anime characters | 2024-01-23 07:49:36 | 0.011723 | SAFE |
|
00029ad2-7aaf-5e83-9469-f3cca464fcb5 | anime girls dancing on the spot | Sleeping person | 2023-11-13 19:03:53 | 0.001252 | UNSAFE |
|
00029c12-960f-51d9-b5a5-6abb11c9cfb2 | Raise your head and look straight ahead, speak with your mouth, face in a praying state, 8K resolution, movie quality -camera zoom out -neg morphing, erratic fluctuation in motion, noisy, bad quality, distorted, poorly drawn, blurry, grainy, low resolution, oversaturated, lack of detail, inconsistent lighting | Meditation group | 2023-11-08 10:41:27 | 0.000933 | SAFE |
|
00029e76-299d-5425-8e03-616bf4164545 | Rotate the fire portal in a circle and clockwise direction in 4k HD. The man's silhouette stands still. With the flames radiating outwards intensely. | Silhouette | 2023-11-15 07:17:04 | 0.00062 | SAFE |
|
0002a890-120d-53b9-b7d6-0fdd21f946f0 | I want my dog to be able to run | Mythical creature | 2023-08-15 16:07:34 | 0.000434 | SAFE |
|
0002aa65-fcaa-51a2-b2fa-f99e118ca3bc | light movement, 8k, 4k, ultra HD —motion-4 | Anime character | 2023-10-26 22:00:37 | 0.001062 | SAFE |
|
0002ab4f-3361-5cdd-b6b1-e2394d9ef7a5 | Rowing, water flowing, moving left, ink painting, wooden boat, two-thirds of the picture still | Traditional painting | 2023-12-11 13:52:26 | 0.000359 | SAFE |
|
0002b2f3-82af-52a8-bcb1-369ab170ba04 | The big eye is blinking | Eye artwork | 2023-12-04 18:11:04 | 0.001018 | SAFE |
|
0002b99a-4028-53dd-8a32-bcbb65c16608 | The boy is writing in a book. Sparks fall in the background | Studying | 2023-10-15 19:07:35 | 0.000369 | SAFE |
|
0002bfea-daa0-5dd2-a39f-dadbec7c2f8c | melting man -gs 20 -fps 24 -motion 1 | Character cutout | 2023-11-09 18:04:30 | 0.014654 | SAFE |
|
0002de0f-0f7c-5abb-abf2-9dccbde697e1 | boys are trown off and crashed into fruit stall | Cartoon scene | 2023-11-02 02:06:22 | 0.024728 | SAFE |
|
0002e145-a626-5dcd-90dc-d333908ca3c8 | Display a view of the village nestled in the midst of lush and green surroundings | Village landscape | 2023-10-01 04:59:46 | 0.000156 | SAFE |
|
0002e3f4-37d5-5da7-b787-1b088c43a612 | cats running onto a road | Black cats | 2023-08-17 13:23:29 | 0.00097 | SAFE |
|
0002f9c6-2620-53e4-82f1-b484ac507872 | The characters are trembling, the atmosphere of terror | Silhouette | 2024-08-06 01:01:00 | 0.003442 | SAFE |
|
000333a0-21f1-55ea-bcf1-3cc36cbf4294 | the panda smiles and enjoys -ar 16:9 -motion 2 | Panda | 2024-03-02 18:45:57 | 0.002873 | SAFE |
|
00033780-26cb-569d-ae63-0049ca46dd77 | audience laughing and clapping | Audience | 2024-02-24 06:48:48 | 0.002456 | SAFE |
|
000346d2-d1e7-5af2-a416-b2d9d3b6e87d | A woman wielding a glowing sword and white flames is attackes by an army of monster. The army were moving forward to attack the girl intricate details, lots of details, ultra realistic, HD, Anime Toei animation Style, HDR, 8K, -neg" morphing, erratic fluctuation in motion, noisy, bad quality, distorted, poorly designed," -fps 24 -camera zoom out -motion 2 - GS 15 | Fantasy warrior | 2024-06-16 04:45:40 | 0.001665 | SAFE |
|
00034fc4-0423-544c-99a3-52f72de1cc46 | Scene of the father embracing his son with affection and love. | Animated characters | 2024-06-11 19:06:50 | 0.000151 | SAFE |
|
00035387-38b0-576f-9cec-ac24bcfe1a7e | The woman clutches a glowing amulet to her chest as dark tendrils begin to creep up her arm | Fantasy art | 2024-08-12 03:34:19 | 0.018591 | SAFE |
|
00036873-ed64-54fb-a1bf-b3a4ffd9ade7 | cow character doing graffity, family guy style | Cartoon cow | 2023-09-18 00:20:48 | 0.002027 | SAFE |
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00037978-ddfe-5703-ba4f-f1a09dd208a2 | light -blinking slow -move very slow -slow wind control | Animated figure | 2023-09-16 16:15:58 | 0.000271 | SAFE |
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00037d3c-8a44-506b-8e91-14d94114043d | dust flow -motion 0 -camera pan right -neg distortion, morphing, limp | Gas mask | 2024-04-15 15:59:08 | 0.002735 | SAFE |
|
000387c8-f962-5239-92d2-bae42249b2f8 | Man reading a book in a disney pixar movie style -neg "distortion, adding limbs, deforming body, deforming face" -fps 24 -gs16 -camera zoom out -motion 1 -seed 1234 | Man reading | 2024-02-06 15:22:21 | 0.000853 | SAFE |
|
00038d3a-0c7f-5658-974d-3ed02399727f | the trees swaying in the background, the sunlight reflecting off the text from left to right to left repeating looping | Person | 2024-03-11 22:35:58 | 0.0002 | SAFE |
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00038dd5-b87f-590f-84ea-fa627b9affae | Open on a sprawling, hand-drawn landscape bathed in warm sunlight. A cozy farmhouse sits nestled amidst rolling green hills. | Animated library | 2024-07-23 16:36:49 | 0.000134 | SAFE |
|
00039835-ac7f-5d81-ad19-5aab8d97ed9b | A person playing the piano, prevent face, slight adjustment to reduce arm distortion, natural-looking hair, falling peach blossoms | Musician | 2023-12-07 08:51:38 | 0.000461 | SAFE |
|
0003a12e-3da9-5430-97cf-7a9ae89ed7cf | the walk | Cartoon bee | 2023-09-30 12:34:42 | 0.000156 | SAFE |
|
0003a3fa-2982-541b-9a59-d30c321dc696 | the couple playing in water and smiling | Two people | 2024-02-15 07:58:45 | 0.000837 | QUESTIONABLE |
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0003a78a-5ed4-571e-ab47-304cf88ee005 | video dogs walking | Person, dogs | 2023-11-16 05:43:02 | 0.000216 | QUESTIONABLE |
|
0003ab07-dd31-5c02-895e-7fce6dbffb0f | hair swaying, flames moving | Anime character | 2023-09-26 19:33:22 | 0.003118 | SAFE |
|
0003acbb-7fcf-5247-9f96-ad2a50d4295b | Hair fluttered with the water -motion 2 -gs 24 | Animated character | 2023-07-30 16:09:27 | 0.0006 | QUESTIONABLE |
|
0003b8d4-bae1-5a7b-b5ca-a0454d0a9077 | Fox Talking, -gs 16 | Animated scene | 2023-10-17 21:53:12 | 0.000545 | SAFE |
Summary
This is the dataset proposed in our paper TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation.
TIP-I2V is the first dataset comprising over 1.70 million unique user-provided text and image prompts. Besides the prompts, TIP-I2V also includes videos generated by five state-of-the-art image-to-video models (Pika, Stable Video Diffusion, Open-Sora, I2VGen-XL, and CogVideoX-5B). The TIP-I2V contributes to the development of better and safer image-to-video models.
Datapoint
Statistics
Download
For users in mainland China, try setting export HF_ENDPOINT=https://hf-mirror.com
to successfully download the datasets.
Download the text and (compressed) image prompts with related information
# Full (text and compressed image) prompts: ~13.4G
from datasets import load_dataset
ds = load_dataset("WenhaoWang/TIP-I2V", split='Full', streaming=True)
# Convert to Pandas format (it may be slow)
import pandas as pd
df = pd.DataFrame(ds)
# 100k subset (text and compressed image) prompts: ~0.8G
from datasets import load_dataset
ds = load_dataset("WenhaoWang/TIP-I2V", split='Subset', streaming=True)
# Convert to Pandas format (it may be slow)
import pandas as pd
df = pd.DataFrame(ds)
# 10k TIP-Eval (text and compressed image) prompts: ~0.08G
from datasets import load_dataset
ds = load_dataset("WenhaoWang/TIP-I2V", split='Eval', streaming=True)
# Convert to Pandas format (it may be slow)
import pandas as pd
df = pd.DataFrame(ds)
Download the embeddings for text and image prompts
# Embeddings for full text prompts (~21G) and image prompts (~3.5G)
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="Embedding/Full_Text_Embedding.parquet", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="Embedding/Full_Image_Embedding.parquet", repo_type="dataset")
# Embeddings for 100k subset text prompts (~1.2G) and image prompts (~0.2G)
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="Embedding/Subset_Text_Embedding.parquet", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="Embedding/Subset_Image_Embedding.parquet", repo_type="dataset")
# Embeddings for 10k TIP-Eval text prompts (~0.1G) and image prompts (~0.02G)
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="Embedding/Eval_Text_Embedding.parquet", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="Embedding/Eval_Image_Embedding.parquet", repo_type="dataset")
Download uncompressed image prompts
# Full uncompressed image prompts: ~1T
from huggingface_hub import hf_hub_download
for i in range(1,52):
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="image_prompt_tar/image_prompt_%d.tar"%i, repo_type="dataset")
# 100k subset uncompressed image prompts: ~69.6G
from huggingface_hub import hf_hub_download
for i in range(1,3):
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="sub_image_prompt_tar/sub_image_prompt_%d.tar"%i, repo_type="dataset")
# 10k TIP-Eval uncompressed image prompts: ~6.5G
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="eval_image_prompt_tar/eval_image_prompt.tar", repo_type="dataset")
Download generated videos
# Full videos generated by Pika: ~1T
from huggingface_hub import hf_hub_download
for i in range(1,52):
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="pika_videos_tar/pika_videos_%d.tar"%i, repo_type="dataset")
# 100k subset videos generated by Pika (~57.6G), Stable Video Diffusion (~38.9G), Open-Sora (~47.2G), I2VGen-XL (~54.4G), and CogVideoX-5B (~36.7G)
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/pika_videos_subset_1.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/pika_videos_subset_2.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/svd_videos_subset.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/opensora_videos_subset.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/i2vgenxl_videos_subset_1.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/i2vgenxl_videos_subset_2.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="subset_videos_tar/cog_videos_subset.tar", repo_type="dataset")
# 10k TIP-Eval videos generated by Pika (~5.8G), Stable Video Diffusion (~3.9G), Open-Sora (~4.7G), I2VGen-XL (~5.4G), and CogVideoX-5B (~3.6G)
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="eval_videos_tar/pika_videos_eval.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="eval_videos_tar/svd_videos_eval.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="eval_videos_tar/opensora_videos_eval.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="eval_videos_tar/i2vgenxl_videos_eval.tar", repo_type="dataset")
hf_hub_download(repo_id="WenhaoWang/TIP-I2V", filename="eval_videos_tar/cog_videos_eval.tar", repo_type="dataset")
Comparison with VidProM and DiffusionDB
Click the WizMap (TIP-I2V VS VidProM) and WizMap (TIP-I2V VS DiffusionDB) (wait for 5 seconds) for an interactive visualization of our 1.70 million prompts.
License
The prompts and videos in our TIP-I2V are licensed under the CC BY-NC 4.0 license.
Curators
TIP-I2V is created by Wenhao Wang and Professor Yi Yang.
License
The prompts and videos in our TIP-I2V are licensed under the CC BY-NC 4.0 license.
Citation
@article{wang2024tipi2v,
title={TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation},
author={Wang, Wenhao and Yang, Yi},
booktitle={arXiv preprint arXiv:2411.04709},
year={2024}
}
Contact
If you have any questions, feel free to contact Wenhao Wang (wangwenhao0716@gmail.com).
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