In this project, we will be developing a basic neural network from the ground up to classify various types of fashion items. The primary objective of this project is to gain a comprehensive understanding of neural network architecture, including its theory and implementation details.

Categories in the dataset:

$0$: T$-$shirt$/$top

$1$: Trouser

$2$: Pullover

$3$: Dress

$4$: Coat

$5$: Sandal

$6$: Shirt

$7$: Sneaker

$8$: Bag

$9$: Ankle boot