{"type": "article", "title": "Train Your Own AI Image Detector: Why Off-the-Shelf Detectors Fail on Your Data (DINOv2 + ConvNeXt…", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/train-your-own-ai-image-detector-why-off-the-shelf-detectors-fail-on-your-data", "original_source": "https://pub.towardsai.net/train-your-own-ai-image-detector-why-off-the-shelf-detectors-fail-on-your-data-dinov2-convnext-f5d1b992a71e?source=rss----98111c9905da---4", "published": "2026-06-19T14:31:01+00:00", "accessed": "2026-06-19", "id": "train-your-own-ai-image-detector-why-off-the-shelf-detectors-fail-on-your-data"}