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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>Poultry 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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const allowedExtensions = ['png', 'jpg', 'jpeg', 'gif'];
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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 fileExtension = file.name.split('.').pop().toLowerCase();
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if (!allowedExtensions.includes(fileExtension)) {
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alert('This file is not supported');
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fileInput.value = '';
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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 fileExtension = file.name.split('.').pop().toLowerCase();
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if (!allowedExtensions.includes(fileExtension)) {
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alert('This file is not supported');
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fileInput.value = '';
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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 'salmo':
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diseaseDescription.innerHTML = 'Salmonellosis is caused by Salmonella bacteria and can lead to digestive tract infections in poultry.';
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prevention.innerHTML = 'Implement strict biosecurity measures on the farm to prevent contamination. Provide clean water and feed.';
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suggestions.innerHTML = 'Consult a veterinarian for guidance on vaccination programs and proper antibiotic use if necessary.';
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diseaseInfo.style.display = 'block';
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break;
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case 'healthy':
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diseaseDescription.innerHTML = 'No disease detected. The image indicates a healthy condition in the poultry.';
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diseaseInfo.style.display = 'none';
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break;
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case 'ncd':
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diseaseDescription.innerHTML = 'Newcastle disease (NCD) is a viral disease affecting poultry respiratory, nervous, and digestive systems.';
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prevention.innerHTML = 'Implement strict biosecurity measures on the farm. Vaccinate birds against Newcastle disease.';
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suggestions.innerHTML = 'Consult a veterinarian ';
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diseaseInfo.style.display = 'block';
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break;
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case 'cocci':
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diseaseDescription.innerHTML = 'Coccidiosis is caused by protozoa of the genus Eimeria, affecting the intestinal tract of poultry.';
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prevention.innerHTML = 'Practice proper sanitation and hygiene measures in the poultry house. ';
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suggestions.innerHTML = 'Consult a veterinarian for guidance on coccidiosis prevention and control strategies tailored to your flock.';
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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>
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