How AI Image Detectors Work: Behind the Algorithms Understanding how an AI image detector functions begins with the basics of machine learning and computer vision. These systems are trained on massive datasets containing both authentic and manipulated images, learning to recognize patterns, inconsistencies, and statistical fingerprints that humans often miss. Convolutional neural networks (CNNs) and …