Vehicle Detection and Counting using YOLO
Digital Image Processing coursework, NTUST (Course ID EE5412701), 2018 With Hendrik Tampubolon.
Real-time vehicle counting is useful as supplementary information alongside GPS data for traffic monitoring. This combines real-time object detection (YOLO) with a lightweight tracking method, plus a region-of-interest and high-pass filter step for reliability. Tested on real traffic monitoring video, the model reached 99% accuracy.