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Fashion MNIST dataset trained on a deep neural network using TensorFlow 2 and Keras.

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Fashion-MNIST

Fashion MNIST dataset trained on a deep neural network using TensorFlow 2 and Keras.

Tools

  1. Visual Studio Code
  2. Python 3.8
  3. TensorFlow 2.x (Keras is built-in so no need of separate install).

Results

TRAINING

  1. Training Accuracy - 93%
  2. Training Loss - 0.18

VALIDATION

  1. Validation Accuracy - 88%
  2. Validation Loss - 0.36

TESTING

  1. Testing Accuracy - 89%
  2. Testing Loss - 0.34