My attempt in implementing a network for the dataset Fashion MNIST which can be found at: https://github.com/zalandoresearch/fashion-mnist

My model:

- 2 Layered CNN + Max Pooling + Batch Normalisation (Using ReLU activation)
- 2 Fully Connected Layers

Random Horizontal Flips of the Fashion MNIST images is included as preprocessing technique.

Optimizer Used - SGD + Nesterov Momentum

Final Accuracy - 93.29%