Self-Supervised Learning in Computer Vision

How to train models with only a few labeled examples

A large portion of the value delivered by AI so far comes from supervised models trained on increasingly large datasets. Many of these datasets have been labeled by humans, a job that is mundane, time-consuming, error-prone, and sometimes expensive. Self-supervised learning (SSL) is a different learning…