S. Meenakshi

Deep learning based real time detection of oil residues in freshwater environments using YOLOv5 and YOLOv8

A YOLO-based real-time oil-residual detection simulation framework using a set of 1,280 image datasets collected under diverse freshwater conditions is presented, confirming the potential of the implementation of lightweight deep-learning models for reliable oil-residual detection.