GroupFacePytorch

Pytorch implementation of CVPR2020 GroupFace , Any issue or star will be appreciated.

This repository give you a easy way to quick look through the all training process of Group Face

paper is avaliable at https://arxiv.org/abs/2005.10497
some code is ported from https://github.com/SeungyounShin/GroupFace
thanks for contributing

python train.py to launch training after 5 epochs u will found the demo set top1 acc increase obivously

TODO List

• [x] dataloader , sample ims,
• [x] implement loss
• [x] main process of training a demo set
• [x] image clustering
• [x] implement partial FC
• [x] make backbone resNet50 and use Frelu as activation
• [ ] learning from scratch of MS1M 85K ids

• [ ] learning DGN

• [ ] train at MSCeleb[cleaned]

• [ ] eval at MegaFace LFW YTF CFP-TP AgeDB IJB-B IJB-C

• [ ] hard or soft GroupFace probability study
• [ ] group ablation study
• [ ] feature aggregation or concatenate study
• [ ] group aware similarity study