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<!DOCTYPE html>
<html>
<head>
<title>YOLOv8 Real-Time Detection</title>
</head>
<body>
<h2>🎥 Real-Time Object Detection with YOLOv8</h2>
<video id="video" width="640" height="480" autoplay muted></video>
<canvas id="canvas" style="display:none;"></canvas>
<img id="result" width="640" height="480"/>
<script>
const video = document.getElementById('video');
const canvas = document.getElementById('canvas');
const result = document.getElementById('result');
const ctx = canvas.getContext('2d');
navigator.mediaDevices.getUserMedia({ video: true })
.then(stream => {
video.srcObject = stream;
video.play();
detectLoop();
});
async function detectLoop() {
canvas.width = video.videoWidth;
canvas.height = video.videoHeight;
ctx.drawImage(video, 0, 0, canvas.width, canvas.height);
const dataUrl = canvas.toDataURL('image/jpeg');
const response = await fetch('/detect', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ image: dataUrl })
});
const resultJson = await response.json();
result.src = resultJson.image;
requestAnimationFrame(detectLoop); // Repeat
}
</script>
</body>
</html>
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