Yan-Ju Liu

PG-YOLO: a YOLOv12-based detector for multi-class anomaly detection in power grid maintenance

Power grid maintenance involves diverse abnormal targets, such as unsafe worker behavior, abnormal meter readings, cabinet-door faults, foreign objects, oil leakage, and equipment damage. These targets often appear with scale variation, occlusion, and complex backgrounds, which challenges real-time inspection systems....