/ Data Visualization

Open-source toolbox for visual fashion analysis based on PyTorch

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.

demo_attribute

demo_retrieval

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

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