author: Guotian Xie
e-mail: xieguotian1990@gmail.com
visualize a deep network for classifcation (i.e. alex_net)
an implementation of paper:(Example1_calss_vis.py and Example2_salience_vis.py)
Simonyan, Karen, Andrea Vedaldi, and Andrew Zisserman. "Deep inside convolutional networks: Visualising image classification models and saliency maps." arXiv preprint arXiv:1312.6034 (2013).
an coarse implementation of paper: (Example3_feat_reconstruct.py)
Mahendran, Aravindh, and Andrea Vedaldi. "Understanding deep image representations by inverting them." arXiv preprint arXiv:1412.0035 (2014).
an implementaion of paper: (Example4_deconv_net.py)
Zeiler, Matthew D., and Rob Fergus. "Visualizing and understanding convolutional networks." Computer Vision–ECCV 2014. Springer International Publishing, 2014. 818-833.
