microsoft/onnxruntime-inference-examples

Examples for using ONNX Runtime for machine learning inferencing.

1,681

stars

257

commits

C++

primary language

Sep 3, 2026

updated

README

ONNX Runtime Inference Examples



This repo has examples that demonstrate the use of ONNX Runtime (ORT) for inference.

Examples

Outline the examples in the repository.

ExampleDescriptionPipeline Status
C/C++ examplesExamples for ONNX Runtime C/C++ APIsLinux-CPU Windows-CPU
Mobile examplesExamples that demonstrate how to use ONNX Runtime in mobile applications.Build Status
JavaScript API examplesExamples that demonstrate how to use JavaScript API for ONNX Runtime.
Quantization examplesExamples that demonstrate how to use quantization for CPU EP and TensorRT EP

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

Contributors

(top 30 of 56)

dependabot[bot]

50 commits

edgchen1

33 commits

YUNQIUGUO

23 commits

HectorSVC

18 commits

microsoft/onnxruntime-inference-examples

Examples for using ONNX Runtime for machine learning inferencing.

1,681

stars

257

commits

C++

primary language

Sep 3, 2026

updated

README

ONNX Runtime Inference Examples



This repo has examples that demonstrate the use of ONNX Runtime (ORT) for inference.

Examples

Outline the examples in the repository.

ExampleDescriptionPipeline Status
C/C++ examplesExamples for ONNX Runtime C/C++ APIsLinux-CPU Windows-CPU
Mobile examplesExamples that demonstrate how to use ONNX Runtime in mobile applications.Build Status
JavaScript API examplesExamples that demonstrate how to use JavaScript API for ONNX Runtime.
Quantization examplesExamples that demonstrate how to use quantization for CPU EP and TensorRT EP

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

Contributors

(top 30 of 56)

dependabot[bot]

50 commits

edgchen1

33 commits

YUNQIUGUO

23 commits

HectorSVC

18 commits

Languages

C++

63.7%

Python

12.1%

Jupyter Notebook

8.1%

C#

4.8%

Kotlin

3.1%

Swift

2.2%

JavaScript

1.8%

CMake

1.1%