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We train a Neural Network with 3 hidden layers to classify Fashion-MNIST dataset using Tensorflow and numpy

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fashion-mnist-classifier-using-NN

Here's an example how the data looks:

DATASET

[here]("https://github.com/zalandoresearch/fashion-mnist")

Labels

Each training and test example is assigned to one of the following labels:

Label Description
0 T-shirt/top
1 Trouser
2 Pullover
3 Dress
4 Coat
5 Sandal
6 Shirt
7 Sneaker
8 Bag
9 Ankle boot

OUTPUT

  • ARCHITECTURE : linear->relu->linear->relu->linear->relu->linear->softmax

  • Train Accuracy : 99.98 %

  • Test Accuracy : 87.02 %

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We train a Neural Network with 3 hidden layers to classify Fashion-MNIST dataset using Tensorflow and numpy

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