This Repository involves in using Convolutional Neural Networks too perform multiclass classification on FashionMinst dataset.
Three different neural networks
- 2 CNN layers and 2 fully connected layers
- 2 CNN layers and 5 fully connected layers
- 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/