ByteTrack
ByteTrack is an object tracking algorithm that aims to improve the accuracy and robustness of multi-object tracking, particularly in challenging scenarios like occlusions and low-resolution detections. It was developed by researchers from ByteDance, the parent company of TikTok.
The core innovation of ByteTrack lies in its strategy of utilizing both high and low-scoring object detections
The algorithm operates in two stages. First, it associates high-scoring detections with existing tracks using a
ByteTrack has demonstrated strong performance across various benchmarks, often outperforming other state-of-the-art trackers, especially in scenarios