Model Compatibility and Combined Applications
One of the distinguishing features of Trackers is its flexible and modular architecture, which allows developers to choose the combination of components that best suits the needs of the task.
- Mainstream model supportNative compatibility with YOLO series (including v8/x/n variants), RT-DETR, RF-DETR and other detection models
- Simple Integration: Provide a unified detection results conversion interface (sv.Detections) to simplify the standardization of different model outputs
- Performance Extension: Users can access other detection models through customized callback functions
Typical examples show that Trackers combined with the YOLOv8 model achieves a processing speed of 45 frames per second in a traffic monitoring scenario, while using the RT-DETR model achieves a recognition accuracy of 981 TP3T in industrial quality control, which requires higher precision.
This answer comes from the articleTrackers: open source tool library for video object trackingThe
May not be reproduced without permission:AI productivity tools " The modular design of Trackers supports the free combination of various object detection models.
