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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>Image Classifier</title>
<link rel="stylesheet" href="{{ url_for('static', filename='styles.css') }}">
</head>
<body>
<div id="headerContainer" class="header-container">
<h1>BerryWatch AI</h1>
</div>
<div id="mainContainer" style="display: flex;">
<div id="inputContainer" style="flex-grow: 1;">
<input type="file" id="uploadInput">
<button id="uploadButton">Upload</button>
<div id="predictionResult"></div>
<div id="diseaseInfo" style="display: none;">
<h2>General Precaution</h2>
<div id="diseaseDescription"></div>
<div id="prevention"></div>
<div id="suggestions"></div>
</div>
</div>
<div id="uploadedImageContainer" style="flex-grow: 1; margin-left: 20px;">
<img id="uploadedImage" src="#" alt="Uploaded Image" style="max-width: 100%; max-height: 300px; display: none;">
</div>
</div>
<script>
document.getElementById('uploadInput').addEventListener('change', function() {
const fileInput = document.getElementById('uploadInput');
const file = fileInput.files[0];
if (!file) {
alert('Please select a file.');
return;
}
// Display uploaded image
const uploadedImage = document.getElementById('uploadedImage');
uploadedImage.src = URL.createObjectURL(file);
uploadedImage.style.display = 'block';
});
document.getElementById('uploadButton').addEventListener('click', async function() {
const fileInput = document.getElementById('uploadInput');
const file = fileInput.files[0];
if (!file) {
alert('Please select a file.');
return;
}
const formData = new FormData();
formData.append('file', file);
try {
const response = await fetch('/predict', {
method: 'POST',
body: formData
});
const data = await response.json();
document.getElementById('predictionResult').innerText = data.prediction;
// Display additional information based on prediction
const diseaseInfo = document.getElementById('diseaseInfo');
const diseaseDescription = document.getElementById('diseaseDescription');
const prevention = document.getElementById('prevention');
const suggestions = document.getElementById('suggestions');
// Reset previous content
diseaseDescription.innerHTML = '';
prevention.innerHTML = '';
suggestions.innerHTML = '';
switch (data.prediction.toLowerCase()) {
case 'ecoli':
diseaseDescription.innerHTML = 'Disease caused by E. coli.';
prevention.innerHTML = 'Prevent contamination of food and water sources.';
suggestions.innerHTML = 'Use organic fertilizers such as compost.';
diseaseInfo.style.display = 'block';
break;
case 'streptococcus':
diseaseDescription.innerHTML = 'Disease caused by Streptococcus bacteria.';
prevention.innerHTML = 'Maintain good hygiene and cleanliness.';
suggestions.innerHTML = 'Regularly sanitize surfaces and avoid close contact with infected individuals.';
diseaseInfo.style.display = 'block';
break;
case 'staphylococcus':
diseaseDescription.innerHTML = 'Disease caused by Staphylococcus bacteria.';
prevention.innerHTML = 'Practice good personal hygiene and wound care.';
suggestions.innerHTML = 'Use antibiotics as prescribed by a healthcare professional.';
diseaseInfo.style.display = 'block';
break;
case 'klebsiella':
diseaseDescription.innerHTML = 'Disease caused by Klebsiella bacteria.';
prevention.innerHTML = 'Prevent transmission through proper sanitation measures.';
suggestions.innerHTML = 'Avoid overuse of antibiotics.';
diseaseInfo.style.display = 'block';
break;
case 'pseudomonas':
diseaseDescription.innerHTML = 'Disease caused by Pseudomonas bacteria.';
prevention.innerHTML = 'Maintain proper hygiene and cleanliness in healthcare settings.';
suggestions.innerHTML = 'Use appropriate disinfectants and antibiotics.';
diseaseInfo.style.display = 'block';
break;
default:
// If prediction does not match any specific case, hide the additional info
diseaseInfo.style.display = 'none';
break;
}
} catch (error) {
console.error('Error:', error);
}
});
</script>
</body>
</html> |