Generative Models for Fashion Scene Manipulation

Setup

./setup.sh

Testing Example

./demo.sh <MODEL_IMAGE> <ISOLATED_PRODUCT_IMAGE>

Steps and References

1. Human Parsing
   • Paper:- Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark (TPAMI 2018)
   • Repository: repo
2. Pose Estimation
   • Paper: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields (CVPR 2017)
   • Repository: repo
3. Virtual Try-on
   • Paper: VITON: An Image-based Virtual Try-on Network
   • Repository: repo

Demo Interface

1. python RunServer-FashionSwap.py