Detecting and Tracking cars from a video using YOLOv8 model and object tracking framework (abewley/sort).
Detection and tracking are done at a region of interest.
YOLOv8 is the newest state-of-the-art YOLO model that can be used for object detection, image classification, and instance segmentation tasks.
SORT is a barebones implementation of a visual multiple object tracking framework based on rudimentary data association and state estimation techniques.
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