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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>Image Classifier</title>
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<link rel="stylesheet" href="{{ url_for('static', filename='styles.css') }}">
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</head>
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<body>
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<div id="headerContainer" class="header-container">
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<h1>BerryWatch AI</h1>
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</div>
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<div id="mainContainer" style="display: flex;">
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<div id="inputContainer" style="flex-grow: 1;">
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<input type="file" id="uploadInput">
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<button id="uploadButton">Upload</button>
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<div id="predictionResult"></div>
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<div id="diseaseInfo" style="display: none;">
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<h2>General Precaution</h2>
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<div id="diseaseDescription"></div>
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<div id="prevention"></div>
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<div id="suggestions"></div>
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</div>
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</div>
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<div id="uploadedImageContainer" style="flex-grow: 1; margin-left: 20px;">
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<img id="uploadedImage" src="#" alt="Uploaded Image" style="max-width: 100%; max-height: 300px; display: none;">
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</div>
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</div>
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<script>
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document.getElementById('uploadInput').addEventListener('change', function() {
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const fileInput = document.getElementById('uploadInput');
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const file = fileInput.files[0];
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if (!file) {
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alert('Please select a file.');
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return;
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}
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const uploadedImage = document.getElementById('uploadedImage');
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uploadedImage.src = URL.createObjectURL(file);
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uploadedImage.style.display = 'block';
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});
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document.getElementById('uploadButton').addEventListener('click', async function() {
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const fileInput = document.getElementById('uploadInput');
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const file = fileInput.files[0];
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if (!file) {
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alert('Please select a file.');
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return;
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}
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const formData = new FormData();
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formData.append('file', file);
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try {
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const response = await fetch('/predict', {
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method: 'POST',
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body: formData
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});
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const data = await response.json();
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document.getElementById('predictionResult').innerText = data.prediction;
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const diseaseInfo = document.getElementById('diseaseInfo');
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const diseaseDescription = document.getElementById('diseaseDescription');
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const prevention = document.getElementById('prevention');
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const suggestions = document.getElementById('suggestions');
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diseaseDescription.innerHTML = '';
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prevention.innerHTML = '';
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suggestions.innerHTML = '';
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switch (data.prediction.toLowerCase()) {
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case 'ecoli':
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diseaseDescription.innerHTML = 'Disease caused by E. coli.';
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prevention.innerHTML = 'Prevent contamination of food and water sources.';
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suggestions.innerHTML = 'Use organic fertilizers such as compost.';
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diseaseInfo.style.display = 'block';
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break;
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case 'streptococcus':
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diseaseDescription.innerHTML = 'Disease caused by Streptococcus bacteria.';
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prevention.innerHTML = 'Maintain good hygiene and cleanliness.';
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suggestions.innerHTML = 'Regularly sanitize surfaces and avoid close contact with infected individuals.';
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diseaseInfo.style.display = 'block';
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break;
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case 'staphylococcus':
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diseaseDescription.innerHTML = 'Disease caused by Staphylococcus bacteria.';
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prevention.innerHTML = 'Practice good personal hygiene and wound care.';
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suggestions.innerHTML = 'Use antibiotics as prescribed by a healthcare professional.';
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diseaseInfo.style.display = 'block';
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break;
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case 'klebsiella':
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diseaseDescription.innerHTML = 'Disease caused by Klebsiella bacteria.';
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prevention.innerHTML = 'Prevent transmission through proper sanitation measures.';
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suggestions.innerHTML = 'Avoid overuse of antibiotics.';
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diseaseInfo.style.display = 'block';
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break;
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case 'pseudomonas':
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diseaseDescription.innerHTML = 'Disease caused by Pseudomonas bacteria.';
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prevention.innerHTML = 'Maintain proper hygiene and cleanliness in healthcare settings.';
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suggestions.innerHTML = 'Use appropriate disinfectants and antibiotics.';
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diseaseInfo.style.display = 'block';
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break;
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default:
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diseaseInfo.style.display = 'none';
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break;
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}
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} catch (error) {
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console.error('Error:', error);
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}
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});
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</script>
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</body>
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</html> |
