Fashion MNIST Dataset classification with Using of CNN LeNet-5 Architecture

• used python 3
• used Keras and tensorflow libraries
• model: LeNet-5
• you can download Fashion MNIST Dataset from https://www.kaggle.com/zalando-research/fashionmnist/code
• classified in 10 classes.
• Accuracy of CNN= 94.5%
  
  
  Architecture of CNN LeNet-5
  
  
  
  Fashion MNIST Dataset (before classification)
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Result

model summary



Loss & Accuracy



Confusion matrix