# customvision-tfjs
NPM package for TensorFlow.js models exported from Custom Vision Service

## Install
```sh
npm install customvision-tfjs
```

## Usage

```html
<img id="image" src="test_image.jpg" />
```

### Classification
```js
import * as cvs from 'customvision-tfjs';
let model = new cvs.ClassificationModel();
await model.loadModelAsync('model.json');
const image = document.getElementById('image');
const result = await model.executeAsync(image);
```

The result is a 1D-array of probabilities.

### Object Detection
```js
import * as cvs from 'customvision-tfjs';
let model = new cvs.ObjectDetectionModel();
await model.loadModelAsync('model.json');
const image = document.getElementById('image');
const result = await model.executeAsync(image);
```

The result has 3 arrays.
```js

[
	[[0.1, 0.3, 0.4, 0.3], [0.2, 0.4, 0.8, 0.9]], // bounding boxes (x1, y1, x2, y2)
	[0.2, 0.3], // probabilities
	[1, 4] // class ids
]
```

Library for Tensorflow.js models exported from customvision.ai. 

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customvision-tfjs

Library for Tensorflow.js models exported from customvision.ai

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customvision-tfjs

customvision-tfjs

Install

Usage

Classification

Object Detection

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