datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
improved-flux-prompts-photoreal-portrait
Photo Portrait Prompt Dataset for FLUX
Overview
This dataset contains a curated collection of prompts specifically designed for generating photo portraits using FLUX.1, an advanced text-to-image model. These prompts are crafted to produce high-quality, lifelike portraits by leveraging sophisticated prompting techniques and best practices.
Latest Version
Improved on October 3, 2024.
This version has undergone curation and improvement. What is new?
Cleaned up… See the full description on the dataset page: https://huggingface.co/datasets/k-mktr/improved-flux-prompts-photoreal-portrait.portrait_2_avatar
🖼️ Portrait to Anime Style Tranfer Data
This dataset consists of paired human and corresponding anime-style images, accompanied by descriptive prompts. The human images are sourced from the CelebA dataset, and the anime-style counterparts were generated using a combination of state-of-the-art GAN architectures and diffusion models.
It is designed to support a wide range of tasks,
GAN research
Diffusion model fine-tuning
Model evaluation
Benchmarking for image-to-image and… See the full description on the dataset page: https://huggingface.co/datasets/murali1729S/portrait_2_avatar.ramanv-image-real-portraitsGenshin-Impact-Portrait-with-Tags-Filtered-IID-Gender-SP
name_mapping = {
'芭芭拉': 'BARBARA',
'柯莱': 'COLLEI',
'雷电将军': 'RAIDEN SHOGUN',
'云堇': 'YUN JIN',
'八重神子': 'YAE MIKO',
'妮露': 'NILOU',
'绮良良': 'KIRARA',
'砂糖': 'SUCROSE',
'珐露珊': 'FARUZAN',
'琳妮特': 'LYNETTE',
'纳西妲': 'NAHIDA',
'诺艾尔': 'NOELLE',
'凝光': 'NINGGUANG',
'鹿野院平藏': 'HEIZOU',
'琴': 'JEAN',
'枫原万叶': 'KAEDEHARA KAZUHA',
'芙宁娜': 'FURINA',
'艾尔海森': 'ALHAITHAM',
'甘雨': 'GANYU',
'凯亚': 'KAEYA',
'荒泷一斗': 'ARATAKI ITTO',
'优菈':… See the full description on the dataset page: https://huggingface.co/datasets/svjack/Genshin-Impact-Portrait-with-Tags-Filtered-IID-Gender-SP.touhou_portraitscaricature-portraits-blip-captions-512
Dataset Card for "caricature-portraits-blip-captions-512"
The 2D Caricature Dataset from 3D-CariGAN cropped to 512x512 and blip captioned
@article{ye2021caricature,
author = {Ye, Zipeng and Xia, Mengfei and Sun, Yanan and Yi, Ran and Yu, Minjing and Zhang, Juyong and Lai, Yu-Kun and Liu, Yong-Jin},
title = {3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Normal Face Photos},
journal = {IEEE Transactions on Visualization and Computer Graphics},
year… See the full description on the dataset page: https://huggingface.co/datasets/Norod78/caricature-portraits-blip-captions-512.Niji_1_Portraitportraits-512
Dataset Card for "portraits-512"
More Information needed
pexels-portrait
Pexels Portrait
This dataset was collected using the official Pexels API: https://www.pexels.com/api/
All fields returned by the API are recorded, except the source image URL. Only the original image URL is recorded, since other variants can be retrieved on-the-fly by modifying the URL parameters. The "alt" field can be used for simple text-to-image training/finetuning.
Image files are not provided. You need to download the image files by yourself. Example of downloading image… See the full description on the dataset page: https://huggingface.co/datasets/gaunernst/pexels-portrait.openbrush-portraits
OpenBrush Portraits
Every portrait painting from OpenBrush-75K — across all artists, movements, and centuries.
Curated subset of jaddai/openbrush. Same CC0 license, same caption schema, same VLM (Qwen3-VL-30B-A3B). This subset exists so you don't have to download 75,313 images to get to the 13,059 you actually want.
Why this subset
Portraits across the full historical range — Renaissance bust portraits, Baroque chiaroscuro, Rococo society, Romantic, Realist… See the full description on the dataset page: https://huggingface.co/datasets/jaddai/openbrush-portraits.portraits_xs
Dataset Card for "portraits_xs"
More Information needed
openart-portraits-classical
OpenArt — Portraits & the Classical Figure
openart-portraits-classical is the portraits classical subject collection of the OpenArt family
of open, public-domain art datasets: 28,011 works (13,868 paintings/illustrations · 13,970
photographed objects · 173 unclassified), each paired with a structured VLM caption plus
medium, attribution and inscription metadata.
The human figure and portraiture across the full range of media — painted and drawn portraits alongside photographic… See the full description on the dataset page: https://huggingface.co/datasets/jaddai/openart-portraits-classical.Genshin-Impact-Portrait-with-Tags
Genshin_Impact_Animagine_Xl_Portrait_FramePack_Rotate
name_mapping = {
'芭芭拉': 'BARBARA',
'柯莱': 'COLLEI',
'雷电将军': 'RAIDEN SHOGUN',
'云堇': 'YUN JIN',
'八重神子': 'YAE MIKO',
'妮露': 'NILOU',
'绮良良': 'KIRARA',
'砂糖': 'SUCROSE',
'珐露珊': 'FARUZAN',
'琳妮特': 'LYNETTE',
'纳西妲': 'NAHIDA',
'诺艾尔': 'NOELLE',
'凝光': 'NINGGUANG',
'鹿野院平藏': 'HEIZOU',
'琴': 'JEAN',
'枫原万叶': 'KAEDEHARA KAZUHA',
'芙宁娜': 'FURINA',
'艾尔海森': 'ALHAITHAM',
'甘雨': 'GANYU',
'凯亚': 'KAEYA',
'荒泷一斗': 'ARATAKI ITTO',
'优菈':… See the full description on the dataset page: https://huggingface.co/datasets/svjack/Genshin_Impact_Animagine_Xl_Portrait_FramePack_Rotate.Portrait3D_gallery
[SIGGRAPH 2024] Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior
Yiqian Wu, Hao Xu, Xiangjun Tang, Xien Chen, Siyu Tang, Zhebin Zhang, Chen Li, Xiaogang Jin*
We provide 440 3D portrait results along with their corresponding prompts, which are generated by our Portrait3D.
Data structure:
Portrait3D_gallery
│
└─── 000
│ │
│ └─── 000_pyramid_trigrid.pth [the pyramid trigrid file]
│ │
│ └─── 000_prompt.txt [the prompt]
│ │
│… See the full description on the dataset page: https://huggingface.co/datasets/onethousand/Portrait3D_gallery.flux-dev-portrait
FLUX-dev portrait
This dataset is generated with FLUX.1-dev using default settings (guidance scale = 3.5, 50 steps) at 1024x1024 resolution. The prompts are taken from k-mktr/improved-flux-prompts-photoreal-portrait. The images are converted to uint8 and encoded with lossless WEBP, and packed in WebDataset format.
This can be used for distillation to another model or self-distillation when training new capabilities for FLUX.
Currently the generated faces are not diverse. Future… See the full description on the dataset page: https://huggingface.co/datasets/gaunernst/flux-dev-portrait.Genshin-Impact-Portrait-with-Tags-Filtered
touhou_portraits_moreportrait_dreambooth
Dataset Card for "portrait_dreambooth"
More Information needed
screamimg_portrait_prompts_sdxl
Dataset Card for "screamimg_portrait_prompts_sdxl"
More Information needed
portrait_best_prompts
Dataset Card for "portrait_best_prompts"
More Information needed
r_portraitphotography-gemini-2.0-flash-thinking-exp-1219-CustomShareGPTscreamimg_woman_portrait_prompts_sdxl
Dataset Card for "screamimg_woman_portrait_prompts_sdxl"
More Information needed
beautiful_interesting_spectacular_photo_portrait_Marilyn_Monroe_25000
Dataset Card for "beautiful_interesting_spectacular_photo_portrait_Marilyn_Monroe_25000"
More Information needed
Genshin-Impact-Plot-Character-Portrait
Genshin-Impact-Plot-Character-Portrait-Merged
portrait_prompts
Dataset Card for "portrait_prompts"
More Information needed
realism_portraitssynthetic-human-portrait-attributes
AI-generated potraits of people
It's not perfect, but could be useful for training for example hairstyle and color classification!
Includes 6 categories of labels:
6 ages: 'adult', 'elderly', 'mature', 'teenage', 'young', 'young_adult'
2 sexes: 'man', 'woman'
4 hair lengths: 'long', 'short', 'buzzcut', 'bald'
4 hair shapes: 'curly', 'straight', 'wavy', 'None' (for bald)
9 hair colors: 'black', 'blonde', 'platinum_blonde', 'brunette', 'ginger', 'multicolored', 'None' (for bald)
5… See the full description on the dataset page: https://huggingface.co/datasets/Zhincore/synthetic-human-portrait-attributes.Genshin-character-portrait-image-character-data-all