Update Tracker Docs (#16262)
Signed-off-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com>pull/16264/head
Glenn Jocher
2 months ago
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GitHub
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3 changed files with 27 additions and 11 deletions
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| Name | Type | Default | Description | |
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| --------- | ------- | -------------- | ----------------------------------------------------------- | |
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| `source` | `im0` | `None` | source directory for images or videos | |
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| `persist` | `bool` | `False` | persisting tracks between frames | |
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| `tracker` | `str` | `botsort.yaml` | Tracking method 'bytetrack' or 'botsort' | |
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| `conf` | `float` | `0.3` | Confidence Threshold | |
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| `iou` | `float` | `0.5` | IOU Threshold | |
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| `classes` | `list` | `None` | filter results by class, i.e. classes=0, or classes=[0,2,3] | |
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| `verbose` | `bool` | `True` | Display the object tracking results | |
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| Argument | Type | Default | Description | |
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| --------- | ------- | -------------- | ---------------------------------------------------------------------------------------------------------------------------- | |
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| `source` | `str` | `None` | Specifies the source directory for images or videos. Supports file paths and URLs. | |
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| `persist` | `bool` | `False` | Enables persistent tracking of objects between frames, maintaining IDs across video sequences. | |
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| `tracker` | `str` | `botsort.yaml` | Specifies the tracking algorithm to use, e.g., `bytetrack.yaml` or `botsort.yaml`. | |
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| `conf` | `float` | `0.3` | Sets the confidence threshold for detections; lower values allow more objects to be tracked but may include false positives. | |
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| `iou` | `float` | `0.5` | Sets the Intersection over Union (IoU) threshold for filtering overlapping detections. | |
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| `classes` | `list` | `None` | Filters results by class index. For example, `classes=[0, 2, 3]` only tracks the specified classes. | |
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| `verbose` | `bool` | `True` | Controls the display of tracking results, providing a visual output of tracked objects. | |
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