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| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>Deep Style Transfer | CycleGAN</title> | |
| <link rel="stylesheet" href="{{ url_for('static', filename='css/style.css') }}?v=1.1"> | |
| <link href="https://fonts.googleapis.com/css2?family=Outfit:wght@300;400;600;800&display=swap" rel="stylesheet"> | |
| </head> | |
| <body> | |
| <div class="main-wrapper"> | |
| <header class="header"> | |
| <h1 class="title" style="font-size: 2.2rem; line-height: 1.2;">Deep Learning Based Image Style Transfer With | |
| CycleGAN</h1> | |
| <p class="subtitle">Neural Style Synthesis Framework for Unpaired Image-to-Image Translation</p> | |
| </header> | |
| <section class="stats-grid"> | |
| <div class="stat-card"> | |
| <div class="stat-label">EPOCH</div> | |
| <div class="stat-value" id="stat-epoch" style="color: #00e699;">25 / 25</div> | |
| </div> | |
| <div class="stat-card"> | |
| <div class="stat-label">GEN LOSS</div> | |
| <div class="stat-value" id="stat-gen-loss" style="color: #00e699;">3.245</div> | |
| </div> | |
| <div class="stat-card"> | |
| <div class="stat-label">DISC LOSS</div> | |
| <div class="stat-value" id="stat-disc-loss" style="color: #00e699;">0.457</div> | |
| </div> | |
| </section> | |
| <section class="visualizer"> | |
| <div class="image-pair"> | |
| <div class="image-column"> | |
| <p class="image-label">AI Generation</p> | |
| <div class="image-container"> | |
| <img id="result-img" src="" class="display-img hidden"> | |
| <div class="placeholder" id="output-placeholder"> | |
| <div class="placeholder-icon">✨</div> | |
| <p>Neural Output</p> | |
| </div> | |
| <div id="loader" class="hidden"> | |
| <div class="spinner"></div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="image-column"> | |
| <p class="image-label">Real Dataset Sample</p> | |
| <div class="image-container" id="drop-zone"> | |
| <input type="file" id="image-input" hidden accept="image/*"> | |
| <img id="preview-img" src="" class="display-img hidden"> | |
| <div class="placeholder" id="input-placeholder"> | |
| <div class="placeholder-icon">📸</div> | |
| <p>Upload Image</p> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="mode-toggle-group"> | |
| <button class="mode-select-btn active" data-mode="h2z">H ➔ Z</button> | |
| <button class="mode-select-btn" data-mode="z2h">Z ➔ H</button> | |
| </div> | |
| <div class="action-area"> | |
| <button id="transfer-btn" class="btn-action" disabled>Attempt Stylization</button> | |
| <p class="model-info">Model: <span class="green">CycleGAN_ResNet9_Engine.h5</span> (256x256 RGB)</p> | |
| </div> | |
| </section> | |
| <a id="download-link" class="hidden"></a> | |
| </div> | |
| <script src="{{ url_for('static', filename='js/main.js') }}?v=1.1"></script> | |
| </body> | |
| </html> |