microsoft/onnxruntime-inference-examples resource

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1676 stars · 413 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of official examples from Microsoft demonstrating how to use ONNX Runtime for machine learning inferencing across C/C++, JavaScript, mobile, and quantization workflows. It serves as reference sample code accompanying the ONNX Runtime library.

Use cases

• learn how to run onnx models with onnx runtime
• example code for onnx runtime c++ api
• run machine learning inference on mobile with onnx runtime
• onnx runtime javascript inference examples
• quantize onnx models for cpu and tensorrt
• sample apps using onnx runtime for inference

When to choose

• you are learning ONNX Runtime and want working reference code
• you need examples for C/C++, JavaScript, or mobile ONNX Runtime integration
• you want to see quantization workflows with CPU or TensorRT execution providers

When to avoid

• you need the ONNX Runtime library itself rather than examples
• you want training or model conversion tooling rather than inference samples
• you need production-ready application code rather than demos

Facets

learning-resource · maturity active

machine-learning developer-tools machine-learning deep-learning developer-tools tutorials cross-platform cpp python windows onnx-runtime inference examples sample-code quantization microsoft javascript mobile linux macos android ios

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markdown · JSON · MCP: product_card(name="microsoft/onnxruntime-inference-examples")