A newly trained YOLO model with improved small moving object detection can enhance road safety (IMAGE)
Caption
Researchers from Shibaura Institute of Technology, Japan, developed a newly trained You Only Look Once (YOLO) model using transfer learning that can detect small moving objects with improved accuracy compared to standard models. The proposed method maintains high accuracy even at 50 meters, whereas standard YOLO models showed a steep drop in accuracy beyond 40 meters. The graph in the figure shows the accuracy comparison with respect to distance.
Credit
Professor Chinthaka Premachandra from Shibaura Institute of Technology, Japan
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