Note: this post was originally written in January 2016. It is now very outdated. Please see this example of how to visualize convnet filters for an up-to-date alternative, or check out chapter 9 of my book "Deep Learning with Python (2nd edition)". An exploration of convnet filters with Keras In this post, we take a look at what deep convolutional neural networks (convnets) really learn, and how t