14:31
2026-06-19
pub.towardsai.net
computer-vision
Train Your Own AI Image Detector: Why Off-the-Shelf Detectors Fail on Your Data (DINOv2 + ConvNeXt…
A developer building a fashion-discovery feed found that off-the-shelf AI image detectors perform poorly on custom data, achieving only 0.68 AUC versus a simple linear model's 0.82. The article argues…