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onnxruntime/js/react_native/README.md
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ONNX Runtime React Native Library (#7564) 
* onnxruntime react native binding

* add react native backend

* fix lint comments

* fix react native backend for ios

* remove unnecessary files to check in

* move onnxruntime-common to devDependency

* create two podspec files for iphoneos and iphonesimulator

* revise README.md and add third party notices for react native

* rename a package

* rename a package and revise README

* add a license into package.json

* revise README and comments

* fix typo

* fix lint errors

* fix lint errors

* add a prepack script. touch index.tsx and App.tsx to resolve CI issue

* remove a unsupported tsx format from clang-format

* fix a type and add steps tp publish a react native npm package

* resolve comments

* fix clang format

* remove promise wrap. change prepack to typescript
2021-05-11 10:34:40 -07:00

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onnxruntime-react-native

ONNX Runtime React Native provides a JavaScript library for running ONNX models on React Native app.

Installation

yarn add onnxruntime-react-native

Usage

import { InferenceSession } from "onnxruntime-react-native";

// load a model
const session: InferenceSession = await InferenceSession.create(modelPath);
// input as InferenceSession.OnnxValueMapType
const result = session.run(input, ['num_detection:0', 'detection_classes:0'])

Refer to ONNX Runtime JavaScript examples for samples and tutorials. Different from other JavaScript frameworks like node.js and web, React Native library doesn't support these features

  • Unsigned data type at Tensor
  • Model loading using ArrayBuffer

License

License information can be found here.