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app.js
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const video = document.querySelector('video');
const iframe = document.querySelector('iframe');
const log = document.querySelector('.log');
const counter = document.querySelector('.counter');
let count = 0;
let previousExp;
Promise.all([
log.innerText = "Loading models...",
faceapi.nets.tinyFaceDetector.loadFromUri('/models'),
faceapi.nets.faceExpressionNet.loadFromUri('/models'),
log.innerText = "Models loaded successfully!",
]).then(startVideo);
function startVideo() {
navigator.getUserMedia({ video: {} },
stream => video.srcObject = stream,
err => console.error(err)
);
}
video.addEventListener('play', () => {
setInterval(async () => {
const detections = await faceapi.detectSingleFace(video, new faceapi.TinyFaceDetectorOptions()).withFaceExpressions();
try {
if (detections.expressions["happy"] >= 0.7) {
if (!previousExp) {
count++;
counter.innerText = `You've smiled ${count} times`;
}
log.innerText = "Smiling face detected! 😍\nSuccess Probability: " + detections.expressions["happy"]; //0.7 +
previousExp = true;
}
else {
previousExp = false;
log.innerText = "Face detected 🧐";
}
}
catch {
previousExp = false;
log.innerText = "Can't identify your face 😕";
}
}, 1000);
});