LeNet-5-TensorFlow

Implement LeNet-5 with TensorFlow, trained and evaluated with MNIST. (MNIST data included in Repository)

Platform

CPU: i7-8700
GPU: GTX-1660
System: Windows 10
Application: Spyder 3.3.6

How to use

Run train.py to train the LeNet with MNIST, eval.py to test.

Files

mnist: MNIST images and labels
environments.yml: my tensorflow environment for this Repository
model.py: original and modified LeNet models
func.py: functions used in train.py and eval.py

Best results in fifty epochs

training accuracy = 0.997, validation accuracy = 0.991, testing accuracy = 0.991