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Update release notes for nuget (#456)
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* Update release notes for nuget

* indentation fix

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Co-authored-by: Sayan Shaw <[email protected]>
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sayanshaw24 and Sayan Shaw committed May 26, 2023
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22 changes: 9 additions & 13 deletions nuget/NativeNuget.nuspec
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<package>
<metadata>
<id>Microsoft.ML.OnnxRuntime.Extensions</id>
<version>0.8.0-alpha</version>
<version>0.8.0</version>
<authors>Microsoft</authors>
<owners>Microsoft</owners>
<description>ONNX Runtime Extensions NuGet Package</description>
<releaseNotes>
General
1. New custom operators: Whisper, DrawBoundingBoxes, RobertaTokenizer, ClipTokenizer, EncodeImage, DecodeImage
2. Optional input/output support
3. ORT custom operator C++ stub generation tool
4. Operator implementation and documentation improved.

Mobile
1. Android package: Maven
2. iOS package: CocoaPods
3. PrePostProcessor tool for mobile model
4. Super-resolution model pre- / post- processing end-to-end examples
</releaseNotes>
1. NuGet package for the .NET platform. This package offers comprehensive platform support, including Windows, Linux, MacOS, Android, and iOS. Both x64 and arm64 architectures are supported, where applicable.
2. Support for pre-processing and post-processing of the Whisper model, inclusive of Audio and Tokenizer decoding operators.
3. Extends support for pre-processing and post-processing of object-detection models, including a new DrawBoundingBoxes operator. Pre/post processing tools can add non-max-suppression to the model to select the best bounding boxes, and scale those to the original image. See the end-to-end example in yolo_e2e.py.
4. Introduces the Audio Domain, complemented with AudioCodec and optimized STFT Operators, enhancing audio processing capabilities.
5. Enabled optional input/output support for some operators such as GPT2Tokenizer, ClipTokenizer, and RobertaTokenizer.
6. Refined the implementation of offset mapping for BBPE-style tokenizers for more operators and efficiency improvement.
7. Other bug and security fixes.
</releaseNotes>
<copyright>© Microsoft Corporation. All rights reserved.</copyright>
<tags>ONNX ONNXRuntime AI Machine Learning</tags>
<icon>ORT_icon_for_light_bg.png</icon>
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