添加状态分类和液面分割
This commit is contained in:
琉璃月光
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---
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description: Discover the BaseTrack classes and methods for object tracking in YOLO by Ultralytics. Learn about TrackState, BaseTrack attributes, and methods.
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keywords: Ultralytics, YOLO, object tracking, BaseTrack, TrackState, tracking methods, TrackState enumeration, object detection
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---
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# Reference for `ultralytics/trackers/basetrack.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/basetrack.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/basetrack.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/basetrack.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.basetrack.TrackState
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<br><br><hr><br>
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## ::: ultralytics.trackers.basetrack.BaseTrack
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<br><br>
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---
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description: Explore the robust object tracking capabilities of the BOTrack and BOTSORT classes in the Ultralytics Bot SORT tracker API. Enhance your YOLOv8 projects.
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keywords: Ultralytics, Bot SORT, BOTrack, BOTSORT, YOLOv8, object tracking, Kalman filter, ReID, GMC algorithm
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---
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# Reference for `ultralytics/trackers/bot_sort.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/bot_sort.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/bot_sort.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/bot_sort.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.bot_sort.BOTrack
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<br><br><hr><br>
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## ::: ultralytics.trackers.bot_sort.BOTSORT
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<br><br>
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---
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description: Explore the BYTETracker module in Ultralytics for state-of-the-art object tracking using Kalman filtering. Learn about its classes, methods, and attributes.
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keywords: Ultralytics, BYTETracker, object tracking, Kalman filter, YOLOv8, documentation
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---
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# Reference for `ultralytics/trackers/byte_tracker.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/byte_tracker.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/byte_tracker.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/byte_tracker.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.byte_tracker.STrack
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<br><br><hr><br>
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## ::: ultralytics.trackers.byte_tracker.BYTETracker
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<br><br>
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24
ultralytics_yolov8-main/docs/en/reference/trackers/track.md
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24
ultralytics_yolov8-main/docs/en/reference/trackers/track.md
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description: Explore the track.py script for Ultralytics object tracking. Learn how on_predict_start, on_predict_postprocess_end, and register_tracker functions work.
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keywords: Ultralytics, YOLO, object tracking, track.py, on_predict_start, on_predict_postprocess_end, register_tracker
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---
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# Reference for `ultralytics/trackers/track.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/track.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/track.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/track.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.track.on_predict_start
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<br><br><hr><br>
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## ::: ultralytics.trackers.track.on_predict_postprocess_end
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<br><br><hr><br>
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## ::: ultralytics.trackers.track.register_tracker
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<br><br>
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---
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description: Explore the Generalized Motion Compensation (GMC) class for tracking and object detection with methods like ORB, SIFT, ECC, and more.
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keywords: GMC, Generalized Motion Compensation, Ultralytics, tracking, object detection, ORB, SIFT, ECC, Sparse Optical Flow, computer vision, video frames
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# Reference for `ultralytics/trackers/utils/gmc.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/utils/gmc.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/utils/gmc.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/utils/gmc.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.utils.gmc.GMC
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<br><br>
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---
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description: Explore Kalman filter implementations like KalmanFilterXYAH and KalmanFilterXYWH for tracking bounding boxes in image space using Ultralytics.
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keywords: Kalman Filter, Object Tracking, Python, Ultralytics, YOLO, Bounding Boxes, Image Processing
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---
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# Reference for `ultralytics/trackers/utils/kalman_filter.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/utils/kalman_filter.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/utils/kalman_filter.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/utils/kalman_filter.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.utils.kalman_filter.KalmanFilterXYAH
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<br><br><hr><br>
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## ::: ultralytics.trackers.utils.kalman_filter.KalmanFilterXYWH
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<br><br>
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---
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description: Explore the utility functions for matching in trackers used by Ultralytics, including linear assignment, IoU distance, embedding distance, and more.
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keywords: Ultralytics, matching utils, linear assignment, IoU distance, embedding distance, fuse score, tracking, Python, documentation
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---
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# Reference for `ultralytics/trackers/utils/matching.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/utils/matching.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/trackers/utils/matching.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/trackers/utils/matching.py) 🛠️. Thank you 🙏!
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<br>
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## ::: ultralytics.trackers.utils.matching.linear_assignment
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<br><br><hr><br>
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## ::: ultralytics.trackers.utils.matching.iou_distance
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<br><br><hr><br>
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## ::: ultralytics.trackers.utils.matching.embedding_distance
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<br><br><hr><br>
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## ::: ultralytics.trackers.utils.matching.fuse_score
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<br><br>
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