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hair-segmentation's Introduction

hair segmentation

头发分割, 目前只有判断,训练还没有加载进来。

usage

cd data
wget https://www.dropbox.com/s/35momrh68zuhkei/Figaro1k.zip
unzip Figaro1k.zip


cd checkpoints
wget https://github.com/YBIGTA/pytorch-hair-segmentation/blob/master/models/pspnet_resnet101_sgd_lr_0.002_epoch_100_test_iou_0.918.pth

到src目录下,进行判断

python validation.py

效果

avatar

todo

  1. 网络加速 (目前是CPU 0.67fps)
  2. 部署到视频 (实时渲染)
  3. 尝试各种网络

reference pytorch-hair-segmentation

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