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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
    architecture


    Fashion MNIST Dataset (before classification)
    Fashion MNIST Dataset (before classification)\

Result


model summary
model summary


Loss & Accuracy
Loss & Accuracy


Confusion matrix
Confusion matrix