You Don’t Need a CS Degree to Teach Machines to See

A non-engineer’s complete guide to object detection, YOLO11, and building systems that actually see the world There is a doctor in rural Maharashtra who used to manually review hundreds of chest X-rays every day, alone, exhausted, with a backlog that never cleared. She is not a programmer. She has never written a line of Python. She does not know what a convolutional neural network is, nor does she need to. But her assistant does.