Image-Classification-For-Quality-Control-In-Construction-Businesses

Project for Artificial Intelligence course at Columbia Business School. Utilize CNN of different structures to classify whether there are cracks in an image. Start from reading in pictures and labels, to test CNN do a line search on parameter tuning, and get a classifier with 99.5% test accuracy. Data Source: https://www.kaggle.com/datasets/arunrk7/surface-crack-detection