出自这篇文章,Face Detection with the Faster R-CNN
文章主要使用Faster-RCNN框架,使用wider-face训练数据集进行人脸检测的训练。VGG基础框架的faceFaster-RCNN模型大小522M。
安装测试:
git clone --recursive https://github.com/playerkk/face-py-faster-rcnn.git
cd face-py-faster-rcnn
cd lib
make -j8
cd ..
cp Makefile.config.example Makefile.config
# In your Makefile.config, make sure to have this line uncommented
WITH_PYTHON_LAYER := 1
# Unrelatedly, it's also recommended that you use CUDNN
USE_CUDNN := 1
make all -j32
make pycaffe -j8
pip install protobuf==3.5.1
#download the pretrained face detector model
cd data/faster_rcnn_models
wget http://supermoe.cs.umass.edu/~hzjiang/data/vgg16_faster_rcnn_iter_80000.caffemodel
#test
python tools/demo.py
References:
https://github.com/playerkk/face-py-faster-rcnn
http://download.csdn.net/download/qq_14845119/10249344