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Implement LeNet-1, LeNet-4 and LeNet-5 with TensorFlow, trained and evaluated with MNIST. (MNIST data included in Repository)

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Huhaowen0130/LeNets-MNIST-TensorFlow

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LeNets-MNIST-TensorFlow

Implement LeNet-1, LeNet-4 and 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 LeNets with MNIST, eval.py to test.

Files

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

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Implement LeNet-1, LeNet-4 and LeNet-5 with TensorFlow, trained and evaluated with MNIST. (MNIST data included in Repository)

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