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Lenet-by-keras

About

Use Keras to build Lenet and train LeNet on MNIST

lenet

Python version

3.7

UI

Using PyQt to make UI

UI

Function

Show Train Image

Randomly show 10 images and labels in MNIST training dataset label

Show Hyperparameters

Print out training hyperparameters (batch size, learning rate, optimizer). parameters

Train 1 epoch

Train 1 epoch from initial status and show training loss at the end of the epoch 1_epoch

Inference

Load model which is trained by 15 epoch, choose one image from MNIST test images, inference the image, show image and estimate the image as following reference

About

Using Keras to build LeNet

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