1. Envirionment setup

   Install vs2013 (it is said to be the only supported version, not confirmed), and then its compatiable cuda 7.5.

2. Download Microsoft Caffe https://github.com/Microsoft/caffe (or https://github.com/BVLC/caffe/tree/windows), and unzip it

3. Download faster rcnn for Matlab https://github.com/ShaoqingRen/faster_rcnn 

4. Modidfy the CommonSettings.props file (located at the 'windows' subfolder) to accomodate and enable cuda, matlab and other tools involved.

 Note the CudaArchitecture setup (eg., 5.0 for GorForce 940M):

https://blog.csdn.net/JiaJunLee/article/details/52067962

https://blog.csdn.net/lishanlu136/article/details/51474582

 5.  Build the Caffe (located at the unzipped Mocrosoft Caffe folder, i.e., caffe-master) solution in Release mode:

     a.  set the propeprty of libcaffe:

    b. add the .cu, .cpp and .hpp files (located at the 'src' and 'include' files of the caffe-master folder) of roi_pooling_layer into the corresponding files of libcaffe.

    c. Build libcafe, caffe, matcaffe and others (building all the files would take a long time).

6.  Copy the generated Release folder to the 'external\caffe\matlab\caffe_faster_rcnn'

in the Matlab version faster rcnn folder.

7. Modify nvmex.m function (in the functions folder of Matlab faster rcnn):

8. Run faster_rcnn_build.m and startup.m (make sure Matlab is configured to use VS2013)

9. Run experiments/script_faster_rcnn_demo (https://github.com/ShaoqingRen/faster_rcnn#testing-demo)

Test results:

Sources:

http://www.cnblogs.com/maitre-zhao/p/6689953.html

https://blog.csdn.net/sinat_30071459/article/details/50546891

https://blog.csdn.net/zb1165048017/article/details/52767478

https://blog.csdn.net/hong__fang/article/details/51317424

https://blog.csdn.net/lalalazds/article/details/73863696

https://www.cnblogs.com/LaplaceAkuir/p/6445189.html

https://blog.csdn.net/mr_curry/article/details/54745116

https://blog.csdn.net/dzkd1768/article/details/69525610

https://blog.csdn.net/DoveJay/article/details/77948970 

https://blog.csdn.net/DoveJay/article/details/66972979

https://github.com/Microsoft/caffe

https://github.com/ShaoqingRen/faster_rcnn