VMD Molecular Graphics Viewer
A molecular visualization program for displaying, animating, and analyzing large biomolecular systems.
Updated 12d ago
PricingFree
Free
Molecular Visualization
Trajectory Analysis
Structure Modeling
About ByteTrack
ByteTrack is a multi-object tracking (MOT) method that associates every detection box, including those with low scores, to recover true objects and filter out background detections. This approach addresses the problem of missing objects and fragmented trajectories caused by discarding low-score detection boxes in traditional MOT methods. ByteTrack demonstrates significant improvements in IDF1 scores when applied to various state-of-the-art trackers and achieves high MOTA, IDF1, and HOTA scores on the MOT17 test set. Implemented using YOLOX for detection, it provides demo links for Google Colab and Huggingface Spaces. The tracker can be installed and used on a host machine or via Docker, with detailed instructions provided for data preparation and model training, supporting datasets like MOT17, MOT20, CrowdHuman, Cityperson, and ETHZ.
Core Capabilities
ByteTrack is a multi-object tracking (MOT) method that associates every detection box, including those with low scores, to recover true objects and filter out background detections.
Main Tasks
Trajectory Analysis
Explore all tools that specialize in trajectory analysis. This domain focus ensures ByteTrack delivers optimized results for this specific requirement.