Multi-Object Tracking with Ultralytics YOLO | YOLOv8 tracking
Object tracking is the intricate process of recognizing and following the movement of specific objects, be it one or multiple, within a sequence of frames across a period of time. This involves continuously pinpointing the object's location in each frame and maintaining a record of its trajectory as it progresses through subsequent frames. The versatility of object tracking finds applications across diverse domains, including surveillance, robotics, autonomous driving, sports analytics, and more.
Github: https://github.com/AarohiSingla/Multi...
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A renowned solution for object detection and tracking is YOLOv8, which provides a user-friendly implementation of tracking algorithms through two distinct architectures, currently:
1. BoT-SORT
2. ByteTrack
Both BoT-SORT and ByteTrack furnish robust and efficient tracking algorithms that can be seamlessly integrated into your computer vision projects. While the default tracker is BoT-SORT, you have the flexibility to opt for ByteTrack if it better suits your requirements.
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