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- **[YoloV4 Object Detection](https://github.com/Microsoft/Windows-AppConsult-Samples-UWP/tree/master/PlaneIdentifier)**: This tutorial shows how to build a UWP C# app that uses the YOLOv4 model to detect objects in video streams.
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- **[OpenCV](Samples/WinMLSamplesGallery/WinMLSamplesGallery/Samples/OpenCVInterop)**: See how to integrate [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) with [OpenCV](https://github.com/opencv/opencv).
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- **[ImageSharp](Samples/WinMLSamplesGallery/WinMLSamplesGallery/Samples/ImageSharpInterop)**: See how to integrate [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) with [ImageSharp](https://github.com/SixLabors/ImageSharp).
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## Developer Tools
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- **Model Conversion**
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To learn how to implement these features in your application, or unlock additional functionality that may not be available in the Store Application, you may need to build the WinML Samples Gallery from source. Follow these instructions to build from source.
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### Prerequisites
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- [Visual Studio 2017 Version 15.7.4 or Newer](https://developer.microsoft.com/en-us/windows/downloads)
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- [Visual Studio 2022](https://developer.microsoft.com/en-us/windows/downloads)
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- [Windows SDK - Build 18362 or Newer](https://developer.microsoft.com/en-us/windows/downloads/sdk-archive/)
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### Build
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- [OpenCV](./WinMLSamplesGallery/Samples/OpenCVInterop): See how to integrate [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) with [OpenCV](https://github.com/opencv/opencv).
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- [ImageSharp](./WinMLSamplesGallery/Samples/ImageSharpInterop): See how to integrate [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) with [ImageSharp](https://docs.sixlabors.com/articles/imagesharp/index.html).
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- [Encrypted Model](./WinMLSamplesGallery/Samples/EncryptedModel): how to use [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) to load encrypted models from embedded resources.
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## Feedback
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Please file an issue [here](https://github.com/microsoft/Windows-Machine-Learning/issues/new) if you encounter any issues with the WinML Samples Gallery or wish to request a new sample.
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