| <!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> |
|
|
| |
| <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> |
|
|
