<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Real-time Emotion Detection</title>
</head>
<body>
<h1>Real-time Emotion Detection</h1>
<video id="video" width="640" height="480" autoplay></video>
<canvas id="canvas" width="640" height="480" style="display: none;"></canvas>
<h2 id="emotionData">Emotion: </h2>
<script>
const video = document.getElementById('video');
const canvas = document.getElementById('canvas');
const emotionData = document.getElementById('emotionData');
const ctx = canvas.getContext('2d');
// Get access to the webcam
if (navigator.mediaDevices && navigator.mediaDevices.getUserMedia) {
navigator.mediaDevices.getUserMedia({ video: true }).then(function(stream) {
video.srcObject = stream;
video.play();
});
}
const ws = new WebSocket('ws://localhost:8000/ws/emotion');
ws.onmessage = function(event) {
const emotions = JSON.parse(event.data);
console.log('Emotions:', emotions[0]?.emotion);
emotionData.innerText = 'Emotions:'+ emotions[0]?.emotion;
};
video.addEventListener('play', () => {
const processVideo = () => {
if (video.paused || video.ended) {
return;
}
ctx.drawImage(video, 0, 0, canvas.width, canvas.height);
canvas.toBlob(blob => {
ws.send(blob);
}, 'image/jpeg');
setTimeout(processVideo, 100);
};
processVideo();
});
</script>
</body>
</html>