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68-retinaface-pytorch-version's Introduction

Retinaface-Pytorch-version

Still in process

Thanks to Alvin Yang (https://github.com/supernotman/RetinaFace_Pytorch)

This is the branch for 68 landmarks detection, the pre-trained model is in ./out ( not the best version)

Working on 96 landmarks detection( refer to the other branch)

Based on RetinaFace

current model

mobileNet V1+FPN+context module+ regressor 1.6MB CPU～10FPS GPU 50FPU

Train：（ Please refer to dataloader.py to change the file location）

python3 train.py -train This model use LS3D-W dataset，or change your dataset to the format of demo.pt/ demo.jpg（68*2 tensor）

Use local camera ：

python3 video_detect.py （ need to delete all 'cuda()', and run locally with a CPU）

Eval Model：

python3 train.py -train False

Todo:

  • Use SBR and BFLD to improve performance

If you have train a model with this code, welcome to discuss with me at [email protected]

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