Single Object Tracking

Single Object Tracking (SOT) is a process where a computer program continuously locates and follows a specific object within a video after its initial identification. Starting with a known target, the system predicts its position frame by frame, even as it moves, changes appearance, or the scene shifts. This technology is used in various applications like surveillance, sports analysis, and robotics, enabling machines to monitor a specific item over time accurately. It relies on advanced algorithms to distinguish and adapt to the object’s movements amid changing backgrounds and lighting conditions.