Why Data Augmentation Isn’t Just About More Data (And How to Do It Right)

A few months ago, I landed a project where I had to build a computer vision model to detect keypoints on images of hand scans. I rolled up my sleeves and did what every diligent machine learning (ML) engineer does: Hyper-parameter tuning - dozens of...