Merge remote-tracking branch 'origin/master' into user/linneamay/stream-readme

Author: Linnea May

Samples/WinMLSamplesGallery/README.md

@@ -44,6 +44,8 @@ To learn how to implement these features in your application, or unlock addition
 
 - [Adapter Selection](./WinMLSamplesGallery/Samples/AdapterSelection): Learn how to use [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) with different adapters based on your power and performance needs.
 
+- [DX Resource Binding in ORT](./WinMLSamplesGallery/Samples/DXResourceBindingORT): Learn how to bind and evaluate DirectX Resources using [ONNX Runtime](https://onnxruntime.ai/docs/).
+
 - [Stream Effect](./WinMLSamplesGallery/Samples/StreamEffect): Learn how to use [Windows ML](https://docs.microsoft.com/en-us/windows/ai/windows-ml/) with real-time inference on video streams.
 
 ## Feedback

Samples/WinMLSamplesGallery/WinMLSamplesGallery/Samples/DXResourceBindingORT/Docs/DXResourceBindingScreenshot.png

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+# Windows ML Samples Gallery: DX Resource Binding in ORT
+Learn how to bind and evaluate DirectX Resources using ONNX Runtime.
+
+The sample showcases how to create and bind OrtValue objects from ID3D12 Resources using the ONNX Runtime C-API.
+
+<img src="Docs/DXResourceBindingScreenshot.png" width="650"/>
+
+- [Getting Started](#getting-started)
+- [Feedback](#feedback)
+- [External Links](#external-links)
+
+## Getting Started
+- Check out the [C# source](https://github.com/microsoft/Windows-Machine-Learning/blob/master/Samples/WinMLSamplesGallery/WinMLSamplesGallery/Samples/DXResourceBindingORT/DXResourceBindingORT.xaml.cs).
+- Check out the [C++ source](https://github.com/microsoft/Windows-Machine-Learning/blob/master/Samples/WinMLSamplesGallery/WinMLSamplesGalleryNative/DXResourceBinding.cpp).
+- Learn how to [copy a Texture2D into a Resource Dimension Buffer](https://github.com/microsoft/Windows-Machine-Learning/blob/master/Samples/WinMLSamplesGallery/WinMLSamplesGalleryNative/D3D12Quad.cpp#L371)
+- Learn how to [create an ORT tensor from a D3D Resource](https://github.com/microsoft/Windows-Machine-Learning/blob/master/Samples/WinMLSamplesGallery/WinMLSamplesGalleryNative/ORTHelpers.cpp#L121)
+- Learn how to [preprocess](https://github.com/microsoft/Windows-Machine-Learning/blob/master/Samples/WinMLSamplesGallery/WinMLSamplesGalleryNative/ORTHelpers.cpp#L48) and [evaluate](https://github.com/microsoft/Windows-Machine-Learning/blob/master/Samples/WinMLSamplesGallery/WinMLSamplesGalleryNative/ORTHelpers.cpp#L95) an ORT tensor using ORT with DML
+
+## Feedback
+Please file an issue [here](https://github.com/microsoft/Windows-Machine-Learning/issues/new) if you encounter any issues with the Windows ML Samples Gallery or wish to request a new sample.
+
+## External Links
+- [Onnx Runtime](https://onnxruntime.ai/docs/)
+- [Direct 3D 12](https://learn.microsoft.com/en-us/windows/win32/direct3d12/what-is-directx-12-)
+- [DirectML](https://github.com/microsoft/directml)
+- [Windows ML Library (WinML)](https://docs.microsoft.com/en-us/windows/ai/windows-ml/)