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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Spoof Detection Live Feed</title>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs"></script>
<script src="https://cdn.jsdelivr.net/npm/face-api.js"></script>
<style>
body {
font-family: Arial, sans-serif;
text-align: center;
margin: 20px;
}
h1 {
color: #333;
}
video {
width: 100%;
max-width: 640px;
height: auto;
border: 2px solid #333;
border-radius: 10px;
margin-top: 20px;
}
#result {
font-size: 22px;
font-weight: bold;
color: #007b00;
margin-top: 20px;
}
#loading {
font-size: 18px;
color: #ff0000;
}
canvas {
display: none;
}
</style>
</head>
<body>
<h1>Spoof Detection Live Feed</h1>
<div id="loading">Loading webcam and model...</div>
<video id="webcam" autoplay playsinline></video>
<canvas id="canvas"></canvas>
<div id="result">Prediction: <span id="prediction-label">Waiting for prediction...</span></div>
<script src="app.js"></script>
</body>
</html>