This repository contains my submission for a take-home challenge focused on image classification using the NEU-DET dataset. The project explores two different classification approaches:
- Classical feature-based methods, using two traditional feature extractors.
- Deep learning-based classification, using ResNet-18 as a feature backbone. The full project is presented as a MyST Book, allowing for a structured and visually consistent exploration of notebooks, results, and analysis.
Project website: https://luukfroling.github.io/Take-Home-challenge/