Implement Convolution Neural Network(CNN) ----
Using Python and Numpy

Description

This project concludes following files:

• forward.py
• backward.py
• network.py
• train.py
• utils.py
• main.py

How to Use the codes

• In terminal
  

python main.py 

• or import projects into IDE

Dataset

This projects concludes 2 datasets

• Mnist (Download from google colab)
• Cifar10 (Download from cifar10 offical web)

To use the dataset, just use functions in utils.py
Default Use cifar10 dataset.