From 2169ddbcdf044d404d3b71fe0ec2189bdaf7531b Mon Sep 17 00:00:00 2001 From: Saurabh Date: Mon, 30 Jul 2018 16:38:34 +0530 Subject: [PATCH] Update README.md --- README.md | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 73d429c..d08e05a 100644 --- a/README.md +++ b/README.md @@ -1 +1,15 @@ -# Visualizing-and-Understanding-Convolutional-neural-networks \ No newline at end of file +# Visualizing-and-Understanding-Convolutional-neural-networks + +This is a straight from scratch implementation of paper "Visualizing and Understanding Convolutional neural networks"-Matthew D. Zeiler and Rob Fergus (https://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf) + +This implementation is using keras with tensorflow backend. + +The implementation is mainly divided into two parts- +1) Feature visualization with Deconvnet. +2) Occlusion Sensitivity. + +**Part 1- Feature visualization with Deconvnet** + This is described in notebook "Feature visualization using Deconvnets in Keras". Here the term deconvolution refers to transpose convolution. + Original image - + +