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

2. First Hidden Layer Filters

3. Second Hidden Layer Filters

4. Third Hidden Layer Filters

5. Pooling Layer Visualization