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A Practical Facial Landmark Detector

Introduction

Implementation of PFLD A Practical Facial Landmark Detector by pytorch.

1. Data preparation:

  • WFLW Dataset Download:
  • WFLW Face Annotations:
  • Steps:
    • Unzip above two packages and put them on ./data/WFLW/
    • Move ./data/Mirror98.txt to ./data/WFLW/WFLW_annotations
    • Run cd data
    • Run python3 SetPreparation.py

2. Train & Test Model:

  • Training steps:

    • Run tensorboard --logdir=/Your Path/checkpoint/tensorboard &
    • Run python3 train.py -h get usage
    • Run default parms python train.py
    • Checkpoint checkpoint_epoch_x.pth.tarin./checkpoint/snapshot/
    • You can get training log file from ./checkpoint/train.logs
  • Testing steps:

    • Run python test.py -h get usage
    • Run default parms python test.py
  • Camera realtime show:

    • Run python camera.py

Result

Reference

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a-practical-facial-landmark-detector's Issues

您好,有一些关于速度方面的问题请教一下,谢谢

首先很感谢您的代码,mtcnn+PFLD总共才不到7M的参数,我试过camera效果,比我实现的好,哈哈。
但是速度方面,好像mtcnn是没有放在cuda上跑前向的,我试了PFLD放在cuda上和不放cuda上,速度分别是10fps和7fps(1070GTX), 请问和您的速度有出入吗,我只是把跑一次循环的时间记下来,fps=1/seconds, 感觉速度方面是不够快的,您的看法呢?可以交流一下吗,谢谢!

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