Deep Visualization:可视化并理解CNN https://zhuanlan.zhihu.com/p/24833574 Github: keras-grad-cam https://github.com/jacobgil/keras-grad-cam 凭什么相信你,我的CNN模型?(篇一:CAM和Grad-CAM) http://bindog.github.io/blog/2018/02/10/model-explanation/ 凭什么相信你,我的CNN模型?(篇二:万金油LIME) http://bindog.github.io/blog/2018/02/11/model-explanation-2/ Grad-CAM 介紹 — Grad-CAM:Visual Explanations from Deep Networks via Gradient-based Localization https://medium.com/@xiaosean5408/grad-cam-%E4%BB%8B%E7%B4%B9-grad-cam-visual-explanations-from-deep-networks-via-gradient-based-localization-5a91dc6003b8 Visualizing Outputs of each layer of a CNN Model during Training Phase https://www.ir.com/blog/visualizing-outputs-cnn-model-training-phase