LeNet5

Pure numpy implementation of LeNet5, to help you understand how CNN works.

prerequisite

1. python
2. numpy
3. opencv

pip install numpy
pip install opencv-python

usage

1. Get mnist datasets and put it into the project root directory, then decompress it.
2. train

python train.py

3. test

python test.py

4. Maybe you want to evaluate the accuracy

python eval.py