Text To Image Datasets
There are 103 text to image datasets in our directory, 3 of which are benchmarks. Each links to its source, paper, and download — browse the full list below or filter by language.
Text To Image is the task of generating images from natural-language descriptions. We catalog 103 datasets for it.
- addisonwu05/llm-polysemy-outputsText To Image, Text GenerationEN, TR, FR
- Amber-River/Pixiv-2.6MImage Classification, Image To Text, Image To Image, Text To Image, Image Feature ExtractionEN, JA
- animelover/danbooru2022Text To ImageEN
- apple/DataCompDR-12MText To Image, Image To TextEN
- apple/DataCompDR-1BText To Image, Image To TextEN
- apple/DFNDR-2BText To Image, Image To TextEN
- ARTPARK-IISc/VaaniAutomatic Speech Recognition, Text To Speech, Image To Text, Text To ImageNE, AS, ML
- artplus/PrismLayersPlusText To ImageEN
- bshada/open-schematicsText Generation, Image To Text, Text To ImageEN
- CausalLM/RetrievatarImage Text To Text, Image To Text, Text To ImageEN, ZH, JA
- chrise222/WeatherSyntheticText To Image, Image To Image, Image Text To ImageEnglish
- common-canvas/commoncatalog-cc-byText To ImageEN
- common-canvas/commoncatalog-cc-by-ncText To ImageEN
- common-canvas/commoncatalog-cc-by-nc-ndText To ImageEN
- common-canvas/commoncatalog-cc-by-nc-saText To ImageEN
- common-canvas/commoncatalog-cc-by-saText To ImageEN
- CSU-JPG/TextAtlas5MText To ImageEN
- danielnobbe/mr-rateImage To Text, Text To Image, Image ClassificationEnglish
- data-archetype/cc12_imagenet21k_recap_hq_bucketedText To ImageENBenchmark
- deepgenteam/DeepGen-1.0Text To Image, Image To ImageEnglish
- deepghs/danbooru2024Image Classification, Zero Shot Image Classification, Text To ImageEN, JA
- deepghs/gelbooru_fullImage Classification, Zero Shot Image Classification, Text To ImageEN
- deepghs/midjourney_captioned_23m_fullImage Classification, Zero Shot Image Classification, Text To ImageEN
- deepghs/sankaku_fullImage Classification, Zero Shot Image Classification, Text To ImageEN, JA
- deepghs/yande_fullImage Classification, Zero Shot Image Classification, Text To ImageEN
- diffusers/pokemon-gpt4-captionsText To ImageEN
- facebook/winogroundImage To Text, Text To Image, Image ClassificationEN
- fondant-ai/fondant-cc-25mText To ImageEnglish
- Forithmus/MR-RATEImage To Text, Text To Image, Image Classification, Question Answering, Visual Question Answering, Zero Shot ClassificationEN
- Forithmus/MR-RATE-atlasImage To Text, Text To Image, Image Classification, Question Answering, Visual Question Answering, Zero Shot ClassificationEN
- Forithmus/MR-RATE-coregImage To Text, Text To Image, Image Classification, Question Answering, Visual Question Answering, Zero Shot ClassificationEN
- Forithmus/MR-RATE-nvseg-ctmrImage To Text, Text To Image, Image Classification, Question Answering, Visual Question Answering, Zero Shot ClassificationEN
- FreedomIntelligence/ShareGPT-4o-ImageText To Image, Image To ImageEN
- gigant/oldbookillustrationsText To Image, Image To Text, Image To ImageEN, FR, DE
- google/docciText To Image, Image To TextEN
- google/imageinwordsImage To Text, Text To Image, Object DetectionEN
- guangyil/laion-coco-aestheticImage To Text, Text To ImageEN
- gvecchio/MatSynthImage To Image, Unconditional Image Generation, Image Classification, Text To ImageEN
- huggan/wikiartImage Classification, Text To Image, Image To TextEnglish
- ibrahimhamamci/CT-RATEImage To Text, Text To Image, Image Classification, Question Answering, Visual Question Answering, Zero Shot ClassificationEN
- iitolstykh/NHR-EditImage To Image, Text To ImageEN
- jackyhate/text-to-image-2MText To Image, Image To Text, Image ClassificationEN
- jainr3/diffusiondb-pixelartText To Image, Image To TextEN
- jamescalam/unsplash-25k-photosImage To Image, Image Classification, Image To Text, Text To Image, Zero Shot Image ClassificationEN
- jasperai/monetText To Image, Image Feature Extraction, Zero Shot Image ClassificationEN
- jianzongwu/MangaZeroText To ImageEnglish
- jovianzm/Pexels-400kImage To Text, Text To Image, Text To Video, Image To VideoEN
- jpft/danbooru2023Image Classification, Image To Image, Text To ImageEN, JA
- kakaobrain/coyo-700mText To Image, Image To Text, Zero Shot ClassificationEN
- KangLiao/Puffin-4MText To Image, Image To Text, Image To 3D, Image To ImageEnglish
- KBlueLeaf/danbooru2023-florence2-captionText To Image, Image To Text, Text GenerationEN
- KBlueLeaf/danbooru2023-metadata-databaseImage Classification, Text To Image, Image To Text, Image To Image, Text Retrieval, Text Generation, Text ClassificationEN, JA
- KBlueLeaf/danbooru2023-webp-4MpixelImage Classification, Zero Shot Image Classification, Text To ImageEN
- lambda/pokemon-blip-captionsText To ImageEN
- Laxhar/noob-wikiText To ImageEN
- logo-wizard/modern-logo-datasetText To ImageEN
- m1guelpf/nounsText To ImageEN
- ma-xu/fine-t2iImage To Text, Text To ImageEN
- MohamedRashad/midjourney-detailed-promptsText To ImageEN
- moonworks/lunara-aestheticText To ImageEnglish
- moonworks/lunara-aesthetic-image-variationsImage To Image, Text To ImageEnglish
- nanovisionx/RAEv2-dataText To Image, Unconditional Image GenerationEnglish
- nyanko7/danbooru2023Image Classification, Image To Image, Text To ImageEN, JA
- nyuuzyou/ambientcgImage Classification, Image To Text, Text To Image, Image To ImageEN
- nyuuzyou/svgfindImage Classification, Text To ImageEN
- omegalabsinc/omega-multimodalVideo Text To Text, Video Classification, Image Classification, Image To Text, Image To Video, Image Feature Extraction, Visual Question Answering, Audio Classification, Audio To Audio, Text To Audio, Text To Image, Text To Speech, Text To VideoEnglish
- OmniGen2/X2I2Image To Image, Text To Image, Any To AnyEN, ZH
- opendiffusionai/pexels-photos-janpfText To Image, Image ClassificationEnglish
- OpenFace-CQUPT/FaceCaption-15MImage To Text, Text To ImageEN
- OpenFace-CQUPT/HumanCaption-10MImage To Text, Text To ImageEN
- osunlp/MagicBrushText To Image, Image To ImageEN
- playgroundai/MJHQ-30KText To ImageEN
- poloclub/diffusiondbText To Image, Image To TextEN
- ProGamerGov/synthetic-dataset-1m-dalle3-high-quality-captionsText To Image, Image Classification, Image To Text, Image Text To Text, OtherEN
- Rapidata/bananamark-datasetText To Image, Image To Text, Image Classification, Reinforcement LearningEN
- Rapidata/OpenAI-4o_t2i_human_preferenceText To Image, Image To Text, Image Classification, Reinforcement LearningEN
- Rapidata/text-2-image-Rich-Human-FeedbackText To Image, Text Classification, Image Classification, Image To Text, Image SegmentationEN
- shareAI/novelai3Text To ImageEN
- SilentAntagonist/vintage-photography-450k-high-quality-captionsImage Classification, Image Feature Extraction, Text To ImageEN
- SingleBicycle/4KLSDBImage To Image, Text To ImageEN
- svjack/pokemon-blip-captions-en-zhText To ImageEN, ZH
- SwayStar123/preprocessed_commoncatalog-cc-by_DCAEText To ImageEN
- TempoFunk/tempofunk-sdanceText To Video, Text To Image, Video Classification, Image ClassificationEN
- TempoFunk/webvid-10MText To Video, Text To Image, Video Classification, Image ClassificationEN
- tencent/MegaStyle-1.4MText To ImageEN
- TencentARC/MiraDataImage To Video, Text To Image, Text To Video, Video ClassificationENBenchmark
- TencentARC/Plot2CodeText Generation, Text To Image, Image To Text, Image To ImageENBenchmark
- TheFusion21/PokemonCardsText To Image, Image To TextEN
- timlawrenz/stratum-ffhqImage To Text, Text To ImageEnglish
- tomg-group-umd/pixelproseImage To Text, Text To Image, Visual Question AnsweringEN
- trojblue/danbooru2025-metadataText To Image, Image ClassificationEN, JA
- UCSC-VLAA/Recap-DataComp-1BZero Shot Classification, Text Retrieval, Image To Text, Text To ImageEnglish
- visual-layer/imagenet-1k-vl-enrichedObject Detection, Image Classification, Text To Image, Image To Text, Visual Question AnsweringEN
- vivym/midjourney-promptsText To ImageEN
- wallstoneai/civitai-top-nsfw-images-with-metadataImage Classification, Image To Text, Text To Image, Image Text To Text, Image To ImageEN
- wanng/midjourney-v5-202304-cleanText To Image, Image To TextEN, FR
- wendlerc/RenderedTextText To Image, Image To TextEN
- WenhaoWang/VidProMText To Video, Text To ImageEN
- Yejy53/Echo-4o-ImageText To ImageEN
- zai-org/ImageRewardDBText To ImageEN
- zhihefang/UltraHR-100KText To ImageEN
- zijielou/PortraitCraftText To Image, OtherEN
- zzliang/GRITText To Image, Image To Text, Object Detection, Zero Shot ClassificationEN