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index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Python + HTML Inference</title>
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<style>
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body {
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font-family: Arial, sans-serif;
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display: flex;
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flex-direction: column;
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align-items: center;
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justify-content: center;
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height: 100vh;
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}
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input {
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margin: 10px;
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}
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#result {
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margin-top: 20px;
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font-size: 20px;
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font-weight: bold;
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}
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</style>
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</head>
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<body>
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<h1>Upload an Image for Inference</h1>
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<input type="file" id="imageUploader" accept="image/*">
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<p id="result">Upload an image to start inference.</p>
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<script>
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document.getElementById('imageUploader').addEventListener('change', async (event) => {
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const file = event.target.files[0];
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if (file) {
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const formData = new FormData();
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formData.append('file', file);
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document.getElementById('result').textContent = "Processing...";
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try {
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const response = await fetch('http://localhost:5000/predict', {
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method: 'POST',
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body: formData
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});
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const result = await response.json();
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if (result.error) {
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document.getElementById('result').textContent = "Error: " + result.error;
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} else {
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document.getElementById('result').textContent =
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`Class: ${result.class} (Confidence: ${result.confidence.toFixed(2)}%)`;
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}
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} catch (error) {
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document.getElementById('result').textContent = "Error communicating with the server.";
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console.error("Error:", error);
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}
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}
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});
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</script>
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</body>
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</html>
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