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@cloud-annotations/models v0.1.1

Cloud Annotations models for TensorFlow.js

Cloud Annotations JavaScript SDK

NPM Version NPM Downloads

The Cloud Annotations SDK makes it easy to use your custom trained object detection or classification models in the browser or on the backend with TensorFlow.js. Simply load() your model_web folder and pass the loaded model a <canvas>, <img> or <video> reference.


npm install @cloud-annotations/models


Load a model

import models from '@cloud-annotations/models'

const model = await models.load('/model_web')

Object detection

const img = document.getElementById('img')
const predictions = await model.detect(img)

// predictions =>
  label: 'dog',
  bbox: [x, y, width, height],
  score: 0.92
  label: 'cat',
  bbox: [x, y, width, height],
  score: 0.72


const img = document.getElementById('img')
const predictions = await model.classify(img)

// predictions =>
  { label: 'dog', score: 0.92 },
  { label: 'cat', score: 0.72 }

Usage via Script Tag

No npm install required. Just import via the script tag.

<script src=""></script>
  const img = document.getElementById('img')
    .then(model => model.detect(img))
    .then(predictions => {

Example usage: Real-Time Object Detection With React.

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