stylegan-human/StyleGAN-Human resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1189 stars · 150 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

StyleGAN-Human is a research project providing a large-scale annotated human image dataset (230K+ samples) and StyleGAN-based models for unconditional full-body human image generation. It includes a model zoo, training code, and human editing applications, accompanying a data-centric study of human generation.

Use cases

• generate photorealistic full-body human images
• train a StyleGAN model on human photos
• get a large annotated human image dataset for GAN research
• edit attributes of generated human images
• study how dataset size and alignment affect GAN quality

When to choose

• you need pretrained models or data for full-body human image generation
• you are researching data-centric factors in GAN training
• you want a human image dataset with parsing and keypoints

When to avoid

• you need 3D-aware or video human generation
• you want a production-ready image generation service
• you need a permissively licensed project - the repo has no license

Facets

dataset · maturity maintenance

machine-learning deep-learning image-processing data-generation deep-learning computer-vision image-processing artificial-intelligence python stylegan gan human-image-generation model-zoo research dataset image-synthesis gpu linux

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For agents

markdown · JSON · MCP: product_card(name="stylegan-human/StyleGAN-Human")