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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>Pneumonia Detection</title>
<link href="https://fonts.googleapis.com/css2?family=Lato:wght@400;700&display=swap" rel="stylesheet">
<style>
/* Reset */
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Lato', sans-serif;
display: flex;
justify-content: center;
align-items: center;
min-height: 100vh;
background: linear-gradient(rgba(0, 0, 0, 0.2), rgba(0, 0, 0, 0.1)),
url('https://www.kateandlaurel.com/cdn/shop/products/qnecvkpyteyiqd0qfvat.jpg?v=1663828398') no-repeat center center / cover;
color: #fff;
}
.container {
background-color: rgba(255, 255, 255, 0.9);
border-radius: 12px;
padding: 40px;
box-shadow: 0 8px 16px rgba(0, 0, 0, 0.2);
width: 100%;
max-width: 450px;
text-align: center;
color: #333;
}
h1 {
margin-bottom: 20px;
}
form {
display: flex;
flex-direction: column;
align-items: center;
}
input[type="file"] {
padding: 12px;
font-size: 16px;
margin-bottom: 20px;
border: 1px solid #ddd;
border-radius: 8px;
width: 100%;
max-width: 300px;
transition: border-color 0.3s;
}
input[type="file"]:hover {
border-color: #4a90e2;
}
button {
padding: 12px 24px;
font-size: 18px;
color: #fff;
background-color: #4a90e2;
border: none;
border-radius: 8px;
cursor: pointer;
transition: background-color 0.3s, transform 0.2s;
}
button:hover {
background-color: #357ABD;
transform: scale(1.05);
}
.loading {
display: none;
margin-top: 20px;
font-size: 16px;
color: #4a90e2;
}
.loading.show {
display: block;
}
/* Result Card */
.result-card {
background: #fff;
padding: 40px;
border-radius: 12px;
box-shadow: 0px 10px 20px rgba(0, 0, 0, 0.15);
text-align: center;
max-width: 400px;
width: 90%;
display: none; /* Hidden by default */
}
.result-card h1 {
font-size: 2em;
color: #333;
margin-bottom: 10px;
}
.result-card p {
font-size: 1.2em;
margin: 15px 0;
color: #555;
}
.diagnosis {
font-weight: bold;
font-size: 1.5em;
color: #ff5252;
}
.back-btn {
margin-top: 20px;
display: inline-block;
padding: 10px 20px;
border: none;
border-radius: 5px;
background: #007bff;
color: white;
text-decoration: none;
font-size: 1em;
}
.back-btn:hover {
background: #0056b3;
}
</style>
</head>
<body>
<div class="container">
<h1>Pneumonia Detection</h1>
<!-- Form Section -->
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" onsubmit="showLoading();">
<input type="file" name="file" accept="image/*" required>
<button type="submit">Upload and Predict</button>
<div class="loading" id="loadingText">Analyzing... Please wait.</div>
</form>
<!-- Result Section -->
<div class="result-card" id="resultCard">
<h1>Prediction Result</h1>
<p>The X-ray analysis indicates:</p>
<p class="diagnosis" id="resultText"></p>
<p>Confidence Level: <strong id="probabilityText"></strong>%</p>
<a href="/" class="back-btn" onclick="resetForm()">Try another image</a>
</div>
</div>
<script>
const formData = new FormData();
formData.append('file', fileInput.files[0]);
try {
// Replace 'YOUR_HUGGING_FACE_SPACE_URL' with your actual Hugging Face Space endpoint
const response = await fetch('https://huggingface.co/spaces/RaniyaK/Pneumonia-XRay-Classifier', {
method: 'POST',
body: formData
});
const result = await response.json();
// Display the prediction result
showResult(result.prediction, result.confidence);
} catch (error) {
console.error('Error:', error);
} finally {
document.getElementById('loadingText').classList.remove('show');
}
// Show loading text on form submission
function showLoading() {
document.getElementById('loadingText').classList.add('show');
}
// Function to reset the form and hide result card
function resetForm() {
document.getElementById('uploadForm').reset();
document.getElementById('loadingText').classList.remove('show');
document.getElementById('resultCard').style.display = 'none';
}
// Function to show results
function showResult(result, probability) {
document.getElementById('resultText').textContent = result;
document.getElementById('probabilityText').textContent = probability;
document.getElementById('resultCard').style.display = 'block';
}
// Add this part to your backend to update the result
// Example: After receiving the prediction, you could use the following JavaScript code to show the result:
// showResult('Pneumonia', '85'); // Call this with your actual prediction and probability
</script>
</body>
</html>
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