@tensorflow-models/mobilenet/demo/index.html

Pretrained MobileNet in TensorFlow.js

<!-- Load TensorFlow.js. This is required to use MobileNet. -->
<script src="http://unpkg.com/@tensorflow/tfjs"></script>
<!-- Load the MobileNet model. -->
<script src="../dist/mobilenet.js"></script>

<img id="img" src="coffee.jpg"/>

<script>
  const img = document.getElementById('img');
  const version = 2;
  const alpha = 0.5;

  async function run() {
    // Load the model.
    const model = await mobilenet.load({version, alpha});

    // Classify the image.
    const predictions = await model.classify(img);
    console.log('Predictions');
    console.log(predictions);

    // Get the logits.
    const logits = model.infer(img);
    console.log('Logits');
    logits.print(true);

    // Get the embedding.
    const embedding = model.infer(img, true);
    console.log('Embedding');
    embedding.print(true);
  }
  run();
</script>