a full implementation of a simple Convolutional Neural Network using only NumPy.

• cnn-full.py – Implements:
  • conv2d (padding, arbitrary filters)
  • relu
  • maxpool2d
  • flatten
  • dense (fully connected layer)
  • softmax

You can use cnn-full.ipynb or:

pip install numpy
python main.py