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--- |
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library_name: unity-sentis |
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pipeline_tag: object-detection |
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--- |
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# YOLOv8, YOLOv9, YOLO11, YOLO12 validated for Sentis 2.1.2 in Unity 6 |
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[YOLO](https://docs.ultralytics.com/models/) is a real-time multi-object recognition model. |
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Small and Nano model sizes are included for YOLO version 8 and above (except version 10 which uses NMS-free approach). |
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## How to Use |
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* Create a new scene in Unity 6; |
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* Install `com.unity.sentis` version `2.1.2` from the package manager; |
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* Add the `RunYOLO.cs` script to the Main Camera; |
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* Drag an appropriate `.onnx` file from the `Models` folder into the `Model Asset` field; |
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* Drag the `classes.txt` file into the `Classes Asset` field; |
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* Create a `GameObject > UI > Raw Image` object in the scene, set its width and height to 640, and link it as the `Display Image` field; |
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* Drag the `Border Texture.png` file into the `Border Texture` field; |
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* Select an appropriate font in the `Font` field; |
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* Put a video file in the `Assets/StreamingAssets` folder and set the `Video Filename` field to the filename of the video. |
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## Preview |
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If working correctly you should see something like this: |
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## Information |
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The NMS selection will be improved in later versions of Sentis. Currently uses singular-class approach. |
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## Unity Sentis |
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Unity Sentis is the inference engine that runs in Unity 3D. More information can be found at [here](https://unity.com/products/sentis) |
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## License |
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The YOLO models use the GPLv3 license. |
