Ubuntu14.04安装py-Faster-rcnn

一、安装caffe依赖

1.1 General dependencies

$ sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler
$ sudo apt-get install --no-install-recommends libboost-all-dev

1.2 安装编译openblas

参考资料：http://www.cnblogs.com/llxrl/p/5292119.html

$ sudo apt-get install libopenblas-dev
$ git clone https://github.com/xianyi/OpenBLAS.git
$ cd OpenBLAS
$ make -j8
$ sudo make PREFIX=/usr/local/OpenBLAS install

1.3 Remaining dependencies

$ sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev

二、编译py-faster-rcnn

2.1  下载

~RCNN$ git clone --recursive https://github.com/rbgirshick/py-faster-rcnn.git

2.2 编译

~/RCNN/py-faster-rcnn/lib$ make -j8

2.3 rbgirshick的py-faster-rcnn实现所依赖的caffe版本较旧，需要修改caffe

2.3.1

$ cd caffe-fast-rcnn  
$ git remote add caffe https://github.com/BVLC/caffe.git  
$ git fetch caffe  
$ git merge -X theirs caffe/master

2.3.2

打开caffe-fast-rcnn/include/caffe/layers

删除self_.attr("phase") = static_cast<int>(this->phase_);(line29)

参考资料:http://blog.csdn.net/u010167269/article/details/50703923

三、编译pycaffe

3.1 修改Makefile.config文件

~/RCNN/py-faster-rcnn/caffe-fast-rcnn$ cp Makefile.config.example Makefile.config
~/RCNN/py-faster-rcnn/caffe-fast-rcnn$ gedit Makefile.config

3.2 编译caffe

~/RCNN/py-faster-rcnn/caffe-fast-rcnn$make -j8

3.3 编译pycaffe

$~/RCNN/py-faster-rcnn/caffe-fast-rcnn$make pycaffe

四、测试

4.1下载faster_rcnn_models与VOCdevkit2007,将这两个文件夹放入~/RCNN/py-faster-rcnn/data/

4.2

$ cd ~/RCNN/py-faster-rcnn/tools/
~/RCNN/py-faster-rcnn/tools$ python demo.py