---
description: Explore the BYTETracker module in Ultralytics for state-of-the-art object tracking using Kalman filtering. Learn about its classes, methods, and attributes.
keywords: Ultralytics, BYTETracker, object tracking, Kalman filter, YOLOv8, documentation
---

# Reference for `ultralytics/trackers/byte_tracker.py`

!!! success "Improvements"

    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/byte_tracker.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/byte_tracker.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

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## ::: ultralytics.trackers.byte_tracker.STrack

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## ::: ultralytics.trackers.byte_tracker.BYTETracker

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