深度學習視覺化及熱力圖資料
參考部落格:
安裝:
https://zhuanlan.zhihu.com/p/22129880?refer=startdl (知乎專欄)
視覺化顯示(特徵或者熱力圖):
caffe:
https://blog.csdn.net/jacke121/article/details/78136926
https://blog.csdn.net/liyaohhh/article/details/50990927
https://www.cnblogs.com/denny402/p/5103425.html caffemodel視覺化(系列文章-內容很棒)
https://www.cnblogs.com/denny402/p/5105911.html
keras:
https://blog.csdn.net/Einstellung/article/details/82858974?utm_source=blogxgwz9
Deep Visualization Toolbox
https://blog.csdn.net/zchang81/article/details/78095378
https://github.com/yosinski/deep-visualization-toolbox
https://www.bilibili.com/video/av7405645/ (使用教程)
熱力圖製作介紹:
http://bindog.github.io/blog/2018/02/10/model-explanation/
http://www.sohu.com/a/216216094_473283
第一個提出的作者:https://github.com/ramprs/grad-cam/
詳細步驟:https://blog.csdn.net/qq_32799915/article/details/83503464
詳細步驟部落格的參考程式碼:https://github.com/jacobgil/keras-grad-cam
keras實現:https://github.com/keras-team/keras/issues/8447
https://jacobgil.github.io/deeplearning/class-activation-maps