Part-2-Supervised-learning-on-FashionMNIST-dataset-using-Convolutional-Neural-Network

This Repository involves in using Convolutional Neural Networks too perform multiclass classification on FashionMinst dataset.

Three different neural networks

1. 2 CNN layers and 2 fully connected layers
2. 2 CNN layers and 5 fully connected layers
3. 5 CNN layers and 2 fully connected layers

are built and comparison has been made to understand the differences.

The data can either be obtained from the torchvision dataset module or can be downloaded as a csv file from the following link. https://developer.ibm.com/technologies/artificial-intelligence/data/fashion-mnist/