ausjahk/fashion-clothing-classifier-from-scratch

Fashion Clothing Classifier (Trained From Scratch)

Overview

Custom 3-Block CNN built and trained entirely from scratch (random weight initialization, zero pre-trained weights) on Fashion-MNIST dataset.

Classes (10)

T-shirt/top, Trouser, Pullover, Dress, Coat, Sandal, Shirt, Sneaker, Bag, Ankle boot

Performance

• —Best Test Accuracy: 85.18%
• —Parameters: 2,193,098 (All initialized randomly)