Open-source toolbox for visual fashion analysis based on PyTorch

MMFashion

MMFashion is an open source visual fashion analysis toolbox based on PyTorch. It is a part of the open-mmlab project developed by Multimedia Lab, CUHK.

Updates

[2019-10-28] MMFashion v0.1 is released.

Features

• Flexible: modular design and easy to extend

• Friendly: off-the-shelf models for layman users

• Comprehensive: support a wide spectrum of fashion analysis tasks

  • [x] Fashion Attribute Prediction
  • [x] Fashion Recognition and Retrieval
  • [x] Fashion Landmark Detection
  • [ ] Fashion Parsing and Segmentation
  • [ ] Fashion Compatibility and Recommendation

Requirements

• Python 3.5+
• PyTorch 1.0.0+
• mmcv

Installation

1. Install from pypi.

   pip install mmfashion
   

2. Install from source.

   git clone https://github.com/open-mmlab/mmfashion.git
   python setup.py install
   

GitHub