README.md

Image Classification on CIFAR-10 Dataset using Multi-Layer Perceptrons in Python from scratch.

CIFAR10 Dataset can be found here - https://www.cs.toronto.edu/~kriz/cifar.html

Download the Python Batches Dataset and put it in %pwd/cifar-10-batches-py/

Implemented a N layer Deep Neural Network with Backpropagation for CIFAR-10 Image Classification from scratch in Python, to get the basic understanding of the backpropagation and gradient descent algorithm.

Warning: Due to lack of GPU support and no. of layers being > 1 the model trains very slow.