facial keypoints detection by caffe

[wusong...@gmail.com]

Hi, all,
I want to implement the code from the paper "Deep convolutional network cascade for facial point detection". I tried to redo the first level in this paper, but failed to train the network. The attached is my code, and the dataset is from the website: http://mmlab.ie.cuhk.edu.hk/archive/CNN_FacePoint.htm. And could someone give me some suggestions about my code?

Thanks in advance!