Optimizing Seatbelt Detection: Technology Solutions in Action

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This presentation explores a seatbelt detection system aimed at monitoring usage through advanced video processing. It discusses the initial design using YOLO for classification, challenges like redundancy, and optimizations such as motion detection with MOG2 and tracking mechanics. Model comparisons reveal YOLO's high accuracy, leading to a faster and more consistent pipeline. Current workflows incorporate smoothing for reliability, but challenges like overfitting and FPS limitations...