File size: 4,858 Bytes
5cc8194 eb19216 ceaabcd dc07abb ceaabcd eb19216 ceaabcd 5cc8194 f5864cf 41fb203 dc07abb 7a59ade 5cc8194 eb19216 5cc8194 eb19216 5cc8194 eb19216 41fb203 7a59ade eb19216 5cc8194 41fb203 5cc8194 7a59ade 5cc8194 41fb203 5cc8194 41fb203 5cc8194 7a59ade 5cc8194 41fb203 5cc8194 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 | <!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Skin Disease Detection using Vision Transformer</title>
<style>
body {
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
margin: 0;
padding: 0;
display: flex;
flex-direction: column;
align-items: center;
background-color: #f0f2f5;
color: #333;
}
h1 {
margin-top: 20px;
font-size: 2em;
color: #4a90e2;
}
.upload-container {
background-color: #fff;
border-radius: 8px;
box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
padding: 20px;
text-align: center;
margin: 20px 0;
width: 80%;
max-width: 500px;
}
input[type="file"] {
margin: 20px 0;
padding: 10px;
border: 1px solid #ccc;
border-radius: 5px;
width: calc(100% - 22px);
}
button {
padding: 10px 20px;
font-size: 16px;
background-color: #4a90e2;
color: white;
border: none;
border-radius: 5px;
cursor: pointer;
transition: background-color 0.3s ease;
}
button:hover {
background-color: #357ab8;
}
.result {
margin-top: 20px;
font-size: 1.1em;
font-weight: bold;
color: #333;
}
.image-preview {
margin-top: 20px;
max-width: 100%;
height: auto;
border: 1px solid #ccc;
border-radius: 5px;
}
.iframe-container {
width: 90%;
max-width: 850px;
height: 450px;
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);
border-radius: 10px;
overflow: hidden;
margin-bottom: 20px;
}
iframe {
width: 100%;
height: 100%;
border: none;
}
</style>
</head>
<body>
<h1>Skin Disease Detection using Vision Transformer</h1>
<!-- Upload and Prediction Section -->
<div class="upload-container">
<input type="file" id="file-input" accept="image/*" required />
<button onclick="uploadImage()" id="upload-button">Upload and Predict</button>
<div class="result" id="result"></div>
<img id="image-preview" class="image-preview" style="display: none;" />
</div>
<script>
document.getElementById('file-input').addEventListener('change', previewImage);
function previewImage() {
const fileInput = document.getElementById('file-input');
const imagePreview = document.getElementById('image-preview');
const file = fileInput.files[0];
if (file) {
const reader = new FileReader();
reader.onload = function(e) {
imagePreview.src = e.target.result;
imagePreview.style.display = 'block';
};
reader.readAsDataURL(file);
}
}
async function uploadImage() {
const fileInput = document.getElementById('file-input');
const resultDiv = document.getElementById('result');
const uploadButton = document.getElementById('upload-button');
const imagePreview = document.getElementById('image-preview');
if (!fileInput.files.length) {
alert("Please select a file.");
return;
}
resultDiv.textContent = '';
uploadButton.disabled = true;
const formData = new FormData();
formData.append('file', fileInput.files[0]);
resultDiv.textContent = 'Predicting...';
try {
const response = await fetch('https://zaman855-vit-css.hf.space/predict/', {
method: 'POST',
body: formData
});
if (response.ok) {
const data = await response.json();
resultDiv.textContent = `Predicted Class: ${data.predicted_class}, Confidence: ${data.confidence.toFixed(2)}`;
} else {
resultDiv.textContent = 'Error: Prediction failed.';
}
} catch (error) {
console.error('Error:', error);
resultDiv.textContent = 'Error: Unable to connect to the server.';
} finally {
uploadButton.disabled = false;
}
}
</script>
</body>
</html>
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