open-mmlab/mmfashion

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1369 stars · 298 forks observed · 2026-08-28

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

MMFashion is an open-source PyTorch-based toolbox for visual fashion analysis from the OpenMMLab project. It provides modular implementations and pre-trained models for attribute prediction, clothes retrieval, landmark detection, parsing/segmentation, outfit compatibility and recommendation, and virtual try-on.

Use cases

• predict clothing attributes from images
• build a shop-the-look clothes retrieval system
• detect fashion landmarks on garment photos
• segment and parse clothing in images
• recommend compatible outfits
• try clothes on models virtually

When to choose

• you need ready-to-use deep learning models for fashion image analysis
• you want a modular PyTorch codebase to extend with custom fashion tasks
• you want pre-trained model zoo checkpoints for fashion benchmarks like DeepFashion

When to avoid

• you need actively maintained code with recent PyTorch support
• you need general-purpose clothing detection rather than analysis tasks
• you need production e-commerce infrastructure rather than research tooling

Facets

library · maturity maintenance

machine-learning deep-learning image-processing computer-vision computer-vision image-processing deep-learning e-commerce python fashion-analysis attribute-prediction clothes-retrieval landmark-detection virtual-try-on fashion-segmentation pytorch open-mmlab pretrained-models linux docker gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="open-mmlab/mmfashion")