How to use the @tensorflow/tfjs-data.webcam function in @tensorflow/tfjs-data
To help you get started, we’ve selected a few @tensorflow/tfjs-data examples, based on popular ways it is used in public projects.
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tensorflow / tfjs-examples / webcam-transfer-learning / index.ts View on Github 
async function init() {
try {
// await webcam.setup();
webcamDataset = tfd.webcam(
document.getElementById('webcam') as HTMLVideoElement,
{frameRate: 10, width: 224, height: 224});
await webcamDataset.init();
} catch (e) {
document.getElementById('no-webcam').style.display = 'block';
}
truncatedMobileNet = await loadTruncatedMobileNet();
// Warm up the model. This uploads weights to the GPU and compiles the WebGL
// programs so the first time we collect data from the webcam it will be
// quick.
const screenShot = await webcamDataset.capture();
truncatedMobileNet.predict(screenShot.expandDims(0));
screenShot.dispose();
ui.init();@tensorflow/tfjs-data
TensorFlow Data API in JavaScript
