/CNN-Deep-Layer-Filters-Visualization

CNN Deep Layer Filters Visualization using Tensorflow.

Primary LanguagePython

CNN-Hidden-Layer-Filters-Visualization

This project contains the code for visualizing the Filters in the Hidden Layers of a Convolutional Neural Network. To depict this, I have used the MNIST dataset as Input.

Requirements:

  1. Tensorflow v1.2.1

  2. Numpy 1.13.0 [+ mkl for Windows]

  3. Python 3.5 64-bit

Usage:

python3 main.py

Results:

  1. Input Image

Output a1

  1. First Hidden Layer Filters

Output a1

  1. Second Hidden Layer Filters

Output a1

  1. Third Hidden Layer Filters

Output a1

  1. Pooling Layer Visualization

Output a1