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1.[Supported YOLO Versions: YOLOv5, YOLO11, and others](#supported-yolo-versions-yolov5-yolo11-and-others)
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1.[Your own custom YOLO models](#your-own-custom-yolo-models)
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1.[Training](#training)
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1.[Classification using `<Choices>`](#classification-using-choices)
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1.[Object detection using `RectangleLabels`](#object-detection-using-rectanglelabels)
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1.[Segmentation using `PolygonLabels`](#segmentation-using-polygonlabels)
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1.[Keypoint detection using `KeyPointLabels`](#keypoint-detection-using-keypointlabels)
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1.[Video object tracking using `VideoRectangle`](#video-object-tracking-using-videorectangle)
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1.[Video temporal classification using `TimelineLabels`](#video-temporal-classification-using-timelinelabels)
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1.[Run the YOLO ML backend](#run-the-yolo-ml-backend)
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1.[Running with Docker (recommended)](#running-with-docker-recommended)
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1.[Building from source (advanced)](#building-from-source-advanced)
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1.[Running without Docker (advanced)](#running-without-docker-advanced)
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1.[Parameters](#parameters)
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1.[Command line interface for the terminal](#command-line-interface-for-the-terminal)
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1.[For developers](#for-developers)
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For a more detailed table of contents, you can use GitHub's native menu located at the top-right corner <imgsrc="https://github.com/user-attachments/assets/049b052b-da87-48bb-9c8c-53f7bce704f4"width="35px">.
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## Supported Features
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| YOLO Task Name | LS Control Tag | Prediction Supported | LS Import Supported | LS Export Supported |
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