File size: 40,762 Bytes
c8c00f0 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 | <!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>ArtiAgent Web UI โ Synthetic Defect Generation</title>
<link rel="stylesheet" href="{{ url_for('static', filename='css/style.css') }}">
</head>
<body>
<!-- Header -->
<header class="header">
<h1>
๐ง ArtiAgent Web UI
<span class="badge" id="cuda-badge">Checking CUDA...</span>
</h1>
<div class="model-selector">
<button class="model-btn active" data-model="defectfill">DefectFill</button>
<button class="model-btn" data-model="defectdiffu">DefectDiffu</button>
</div>
</header>
<div class="container">
<!-- ==================== DEFECTFILL TAB ==================== -->
<div id="defectfill-tabs">
<div class="tabs">
<button class="tab-btn active" data-tab="training">
๐ Few-Shot Training
</button>
<button class="tab-btn" data-tab="generation">
โจ Generate Defects
</button>
</div>
<!-- ==================== TRAINING TAB ==================== -->
<div id="tab-training" class="tab-content active">
<div class="grid-2">
<!-- Left Column: Wizard Steps -->
<div class="flex flex-col gap-2">
<!-- Step 1: Product Info -->
<div class="card" id="step1">
<div class="card-header">
<h2><span class="step-number">1</span> Product & Defect Type</h2>
</div>
<div class="card-body">
<div class="form-group">
<label for="train-object-class">Product Name (Object Class)</label>
<input type="text" id="train-object-class" placeholder="e.g., triac, vcsel, xray_PCB" required>
<p class="hint">This becomes the checkpoint folder name. Use lowercase with underscores.</p>
</div>
<div class="form-group">
<label for="train-defect-type">Defect Type Name</label>
<input type="text" id="train-defect-type" placeholder="e.g., unsorted, scratch, bubble, xray_die" required>
<p class="hint">The specific defect category to learn (subfolder name).</p>
</div>
<button class="btn btn-primary" id="btn-step1">Continue โ</button>
<div id="step1-alert" class="alert hidden"></div>
</div>
</div>
<!-- Step 2: Good Images -->
<div class="card hidden" id="step2">
<div class="card-header">
<h2><span class="step-number">2</span> Upload Good (Clean) Images</h2>
</div>
<div class="card-body">
<div id="good-images-status" class="alert alert-info hidden"></div>
<div class="upload-zone" id="good-upload-zone">
<div class="icon">๐</div>
<p><strong>Click to upload</strong> or drag & drop clean images</p>
<p class="text-xs text-gray mt-1">PNG/JPG/BMP/TIF accepted. At least 1 clean image recommended.</p>
</div>
<input type="file" id="good-images" multiple accept="image/*" class="hidden">
<button class="btn btn-primary w-full mt-2" id="btn-upload-good">
๐ค Upload Good Images
</button>
<div id="good-images-gallery" class="image-gallery"></div>
<div class="flex gap-1 mt-2 justify-between">
<button class="btn btn-secondary hidden" id="btn-use-existing-good">โ
Use Existing</button>
<button class="btn btn-primary hidden" id="btn-proceed-good">Continue โ</button>
</div>
<div id="step2-alert" class="alert hidden"></div>
</div>
</div>
<!-- Step 3: Defect Images -->
<div class="card hidden" id="step3">
<div class="card-header">
<h2><span class="step-number">3</span> Upload Defect Images</h2>
</div>
<div class="card-body">
<div class="upload-zone" id="defect-upload-zone">
<div class="icon">๐</div>
<p><strong>Click to upload</strong> or drag & drop</p>
<p class="text-xs text-gray mt-1">Minimum 1 images. PNG/JPG/BMP/TIF accepted.</p>
</div>
<input type="file" id="defect-images" multiple accept="image/*" class="hidden">
<button class="btn btn-primary w-full mt-2" id="btn-step3-upload">
๐ค Upload Images
</button>
<div id="defect-upload-gallery" class="image-gallery"></div>
<div id="step3-alert" class="alert hidden"></div>
</div>
</div>
<!-- Step 3.5: Image Alignment -->
<div class="card hidden" id="step3-5">
<div class="card-header">
<h2><span class="step-number">3.5</span> Image Alignment</h2>
</div>
<div class="card-body">
<p class="text-sm text-gray mb-2">
Could your uploaded images be rotated or facing different directions? <br>
If yes, click "Yes, align them" to automatically align all images to a reference orientation.
</p>
<div class="flex gap-1 mt-2 mb-3">
<button class="btn btn-primary" id="btn-align-yes">Yes, align them</button>
<button class="btn btn-secondary" id="btn-align-no">No, all same direction</button>
</div>
<div id="align-reference-section" class="hidden">
<div class="alert alert-info mb-2">
Upload a <strong>reference image</strong> showing the correct orientation.
All uploaded images will be automatically aligned to match this reference.
</div>
<div class="upload-zone" id="reference-upload-zone">
<div class="icon">๐</div>
<p><strong>Click to upload</strong> reference image</p>
<p class="text-xs text-gray mt-1">PNG/JPG accepted. One image only.</p>
</div>
<input type="file" id="reference-image" accept="image/*" class="hidden">
<div id="reference-gallery" class="image-gallery"></div>
<button class="btn btn-success w-full mt-2" id="btn-align-proceed">
<span class="spinner hidden" id="align-spinner"></span>
Align & Proceed
</button>
</div>
<div id="step3-5-alert" class="alert hidden"></div>
</div>
</div>
<!-- Step 4: Draw Masks -->
<div class="card hidden" id="step4">
<div class="card-header">
<h2><span class="step-number">4</span> Draw Defect Masks</h2>
<span id="mask-counter" class="text-sm text-gray">No image selected</span>
</div>
<div class="card-body">
<p class="text-sm text-gray mb-2">
Draw a <strong>rectangle</strong> around the defect area on each image.
You must save masks for <strong>at least 1 images</strong> before proceeding.
</p>
<div class="canvas-toolbar">
<button class="btn btn-sm btn-secondary" id="btn-prev-image">โ Prev</button>
<button class="btn btn-sm btn-secondary" id="btn-next-image">Next โ</button>
<button class="btn btn-sm btn-danger" id="btn-clear-rect">Clear</button>
<span>Click & drag to draw rectangle</span>
</div>
<div class="canvas-container" id="step4-canvas">
<canvas id="mask-canvas"></canvas>
</div>
<div class="flex gap-1 mt-2">
<button class="btn btn-success" id="btn-save-mask">๐พ Save Mask</button>
<button class="btn btn-secondary" id="btn-skip-mask">Skip โ</button>
<button class="btn btn-primary" id="btn-done-masks" style="margin-left:auto;">โ
Done</button>
</div>
<div id="step4-alert" class="alert hidden"></div>
</div>
</div>
<!-- Step 5: Domain Instructions -->
<div class="card hidden" id="step5">
<div class="card-header">
<h2><span class="step-number">5</span> Domain-Specific Instructions</h2>
</div>
<div class="card-body">
<p class="text-sm text-gray mb-2">
Add custom instructions to guide the VLM planner for this product type.
These are injected into <code>plan_defects_for_product()</code> prompts.
</p>
<div class="form-group">
<label>Load Example Template</label>
<select id="domain-example-select">
<option value="">-- Select Example --</option>
<option value="triac">TO-220 Triac (Pins/Leads)</option>
<option value="xray_pcb">X-ray PCB (Die/Solder)</option>
<option value="vcsel">VCSEL Laser Diode</option>
<option value="generic">Generic Electronic Component</option>
</select>
<button class="btn btn-sm btn-secondary mt-1" id="btn-load-domain-example">Load Example</button>
</div>
<div class="example-box hidden" id="domain-example-preview">
<h4>Example for Triac:</h4>
<pre>Use "metallic pins/leads" rather than "leg".
Target only the bottom 35% of the component where pins are located.
Defect coverage ratio must be 0.4-0.6 for pin defects.</pre>
</div>
<div class="form-group">
<label for="domain-instructions">Custom Domain Instructions</label>
<textarea id="domain-instructions" placeholder="Enter domain-specific instructions here..."></textarea>
<p class="hint">These instructions will be appended to the product description during generation to guide VLM planning.</p>
</div>
<button class="btn btn-primary" id="btn-save-domain">๐พ Save & Continue</button>
<div id="step5-alert" class="alert hidden"></div>
</div>
</div>
<!-- Step 6: Training Config -->
<div class="card hidden" id="step6">
<div class="card-header">
<h2><span class="step-number">6</span> Training Configuration</h2>
</div>
<div class="card-body">
<div class="grid-2">
<div class="form-group">
<label>LoRA Rank</label>
<input type="number" id="cfg-lora-rank" value="8" min="1" max="64">
</div>
<div class="form-group">
<label>LoRA Alpha</label>
<input type="number" id="cfg-lora-alpha" value="16" min="1" max="128">
</div>
<div class="form-group">
<label>Max Training Steps</label>
<input type="number" id="cfg-max-steps" value="1500" min="100" max="10000">
</div>
<div class="form-group">
<label>Batch Size</label>
<input type="number" id="cfg-batch-size" value="2" min="1" max="16">
</div>
<div class="form-group">
<label>Gradient Accumulation</label>
<input type="number" id="cfg-grad-accum" value="2" min="1" max="8">
</div>
<div class="form-group">
<label>ฮป Defect Loss</label>
<input type="number" id="cfg-lambda-defect" value="0.5" step="0.1" min="0" max="2">
</div>
<div class="form-group">
<label>ฮป Object Loss</label>
<input type="number" id="cfg-lambda-obj" value="0.2" step="0.1" min="0" max="2">
</div>
<div class="form-group">
<label>ฮป Attention Loss</label>
<input type="number" id="cfg-lambda-attn" value="0.05" step="0.01" min="0" max="1">
</div>
<div class="form-group">
<label>Alpha (BG Weight)</label>
<input type="number" id="cfg-alpha" value="0.3" step="0.1" min="0" max="1">
</div>
</div>
<div class="flex gap-1 mt-2">
<button class="btn btn-success btn-lg" id="btn-start-training">๐ Start Training</button>
<button class="btn btn-danger hidden" id="btn-stop-training">โน Stop</button>
</div>
<div id="step6-alert" class="alert hidden"></div>
</div>
</div>
</div>
<!-- Right Column: Training Monitor -->
<div>
<div class="card hidden" id="training-monitor">
<div class="card-header">
<h2>๐ Training Monitor</h2>
<span class="status-badge idle" id="training-status-badge">
<span>โ</span> Idle
</span>
</div>
<div class="card-body">
<div class="progress-bar mb-2">
<div class="fill" id="training-progress" style="width: 0%"></div>
</div>
<div class="log-viewer" id="training-log">
<div class="log-line text-gray">Training logs will appear here...</div>
</div>
<p class="text-xs text-gray mt-2">
Logs update every 2 seconds. Training runs in the background.
</p>
</div>
</div>
<div class="card mt-2">
<div class="card-header">
<h2>๐ Quick Guide</h2>
</div>
<div class="card-body">
<ol style="padding-left: 1.25rem; font-size: 0.875rem; color: var(--gray-600);">
<li class="mb-1">Enter product & defect names</li>
<li class="mb-1">Upload โฅ1 defect images</li>
<li class="mb-1">Draw rectangle masks on defects</li>
<li class="mb-1">Add domain instructions (optional)</li>
<li class="mb-1">Start training & wait</li>
<li>Switch to "Generate Defects" tab</li>
</ol>
</div>
</div>
</div>
</div>
</div>
<!-- ==================== GENERATION TAB (DefectFill) ==================== -->
<div id="tab-generation" class="tab-content">
<div class="grid-2">
<!-- STEP 1: DETECT SIMILAR PRODUCT -->
<div class="card" id="card-detect-product">
<div class="card-header">
<h2><span class="step-number">1</span> Product Verification (Detect Similar Product)</h2>
</div>
<div class="card-body">
<p class="text-sm text-gray mb-2">
Not sure if this product model is trained? Upload 1 clean image to auto-detect and select the trained model. (Make sure the image is aligned, not random orientations)
</p>
<div class="upload-zone" id="detect-upload-zone">
<div class="icon">๐</div>
<p><strong>Click to upload</strong> clean product image</p>
<p class="text-xs text-gray mt-1">PNG/JPG/BMP/TIF accepted</p>
</div>
<input type="file" id="detect-product-image" accept="image/*" class="hidden">
<div id="detect-image-preview" class="mt-2 hidden" style="max-width: 120px;"></div>
<button class="btn btn-primary w-full mt-2" id="btn-detect-product">
๐ Verify Product Model
</button>
<div id="detect-product-alert" class="alert hidden mt-2"></div>
</div>
</div>
<!-- STEP 2: GENERATION PARAMETERS -->
<div class="card">
<div class="card-header">
<h2><span class="step-number">2</span> Synthetic Defect Generation (DefectFill)</h2>
<button class="btn btn-sm btn-secondary" id="btn-refresh-checkpoints">๐ Refresh</button>
</div>
<div class="card-body">
<form id="gen-form">
<div class="form-group">
<label for="gen-object-class">Trained Product (Object Class) *</label>
<select name="object_class" id="gen-object-class" required>
<option value="">-- Select Product --</option>
</select>
<p class="hint">Trained checkpoints auto-populate here. Train a product first.</p>
</div>
<div class="form-group">
<label for="gen-defect-type">Defect Type (Optional)</label>
<select name="defect_type" id="gen-defect-type">
<option value="">-- Auto (VLM selects) --</option>
</select>
<p class="hint">Leave empty to let the VLM choose the most plausible defect.</p>
</div>
<div class="form-group">
<label for="gen-detection-mode">Defect Area Detection Type *</label>
<select name="detection_mode" id="gen-detection-mode" required>
<option value="auto">โ๏ธ Auto (VLM decides based on description)</option>
<option value="dots">๐ต Rounded Array (Solder Balls, BGA, Die Pads)</option>
<option value="lines">๐ Leg / Line / Rectangle (Pins, Leads, Traces)</option>
<option value="single_rounded">๐ Single Rounded Feature (Isolated Pads, Holes, or Dots)</option>
</select>
<p class="hint">Select "Auto" to let the VLM decide, or manually choose to guide the perception module.</p>
</div>
<div class="form-group">
<label for="gen-product-desc">Product Description *</label>
<textarea name="product_desc" id="gen-product-desc" rows="3" placeholder="Describe the product name and its key features (e.g., Triac component with three metallic leads)" required></textarea>
<p class="hint">Be specific. This drives VLM defect planning and placement.</p>
</div>
<div class="grid-2">
<div class="form-group">
<label for="gen-max-defects">Number of Defects per Image *</label>
<input type="number" name="num_defects" id="gen-num-defects" value="3" min="1" max="10" required>
</div>
<div class="form-group">
<label for="gen-guidance-scale">Guidance Scale *</label>
<input type="number" name="guidance_scale" id="gen-guidance-scale" value="8.0" step="0.5" min="1" max="20" required>
</div>
<div class="form-group">
<label for="gen-num-steps">Denoising Steps</label>
<input type="number" name="num_steps" id="gen-num-steps" value="50" min="10" max="100">
</div>
<div class="form-group">
<label for="gen-image-size">Image Size</label>
<input type="number" name="image_size" id="gen-image-size" value="512" min="256" max="1024" step="64">
</div>
</div>
<div class="form-group">
<label>Input Mode</label>
<div style="display: flex; gap: 1rem; margin-top: 0.25rem;">
<label style="cursor: pointer; font-weight: 400;">
<input type="radio" name="input_mode" value="single" checked onchange="toggleInputMode()"> Single Image
</label>
<label style="cursor: pointer; font-weight: 400;">
<input type="radio" name="input_mode" value="folder" onchange="toggleInputMode()"> Folder
</label>
</div>
</div>
<div class="form-group">
<div id="single-image-input">
<label for="gen-clean-image">Clean Product Image *</label>
<input type="file" name="clean_images" id="gen-clean-image" accept="image/*">
</div>
<div id="folder-input" class="hidden">
<label for="gen-clean-folder">Clean Product Images Folder *</label>
<input type="file" name="clean_images" id="gen-clean-folder" webkitdirectory directory multiple accept="image/*">
</div>
<p class="hint" id="input-hint">Upload a clean (non-defective) image of the product.</p>
</div>
<div class="form-group">
<label for="gen-device">Device</label>
<select name="device" id="gen-device">
<option value="cuda">CUDA (GPU)</option>
<option value="cpu">CPU (Slow)</option>
</select>
</div>
<button type="submit" class="btn btn-primary btn-lg w-full" id="btn-generate">
โจ Generate Synthetic Defects
</button>
</form>
<div id="gen-alert" class="alert hidden"></div>
</div>
</div>
<!-- Results Preview -->
<div>
<div class="card">
<div class="card-header">
<h2>๐ผ๏ธ Generation Results</h2>
</div>
<div class="card-body">
<div id="gen-summary"></div>
<div id="gen-results">
<p class="text-gray text-sm" style="text-align: center; padding: 3rem 0;">
Generated images will appear here.<br>
Fill the form and click Generate.
</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- ==================== DEFECTDIFFU TAB ==================== -->
<div id="defectdiffu-tabs" class="hidden">
<div class="grid-2">
<!-- Left Column: Config + Generation Form -->
<div class="flex flex-col gap-2">
<!-- Model Configuration -->
<div class="card" id="dd-config-card">
<div class="card-header">
<h2>โ๏ธ DefectDiffu Model Configuration</h2>
</div>
<div class="card-body">
<div class="form-group">
<label for="dd-ckpt-path">DefectDiffu Checkpoint Path *</label>
<input type="text" id="dd-ckpt-path" placeholder="e.g., /path/to/defectdiffu_ckpt.pt">
<p class="hint">Absolute path to the trained DefectDiffu checkpoint (.pt file).</p>
</div>
<div class="form-group">
<label for="dd-vae-path">VAE Path *</label>
<input type="text" id="dd-vae-path" placeholder="e.g., stabilityai/sd-vae-ft-mse or /path/to/vae">
<p class="hint">Path to Stable Diffusion VAE (HuggingFace model name or local path).</p>
</div>
<div class="form-group">
<label for="dd-vlm-model">VLM Model</label>
<input type="text" id="dd-vlm-model" value="gemma3:12b">
<p class="hint">Local VLM model for defect planning (e.g., gemma3:12b).</p>
</div>
<button class="btn btn-success" id="btn-save-dd-config">๐พ Save Configuration</button>
<div id="dd-config-alert" class="alert hidden"></div>
</div>
</div>
<!-- Generation Form -->
<div class="card">
<div class="card-header">
<h2>โจ Generate Defects (DefectDiffu)</h2>
</div>
<div class="card-body">
<form id="dd-gen-form">
<div class="form-group">
<label for="dd-product-desc">Product Description *</label>
<textarea name="product_desc" id="dd-product-desc" rows="3" placeholder="Describe the product (e.g., VCSEL laser diode with glass lens cap and metallic can package)" required></textarea>
<p class="hint">Be specific. This drives VLM defect planning and DefectDiffu generation.</p>
</div>
<div class="form-group">
<label for="dd-defect-type">Target Defect Type (Optional)</label>
<input type="text" name="defect_type" id="dd-defect-type" placeholder="e.g., bubble, scratch, crack">
<p class="hint">Leave empty to let the VLM choose the most plausible defect type.</p>
</div>
<div class="grid-2">
<div class="form-group">
<label for="dd-num-defects">Max Defects per Image *</label>
<input type="number" name="num_defects" id="dd-num-defects" value="3" min="1" max="10" required>
</div>
<div class="form-group">
<label for="dd-num-steps">Denoising Steps</label>
<input type="number" name="num_steps" id="dd-num-steps" value="50" min="10" max="100">
</div>
<div class="form-group">
<label for="dd-image-size">Image Size</label>
<input type="number" name="image_size" id="dd-image-size" value="512" min="256" max="1024" step="64">
</div>
<div class="form-group">
<label for="dd-device">Device</label>
<select name="device" id="dd-device">
<option value="cuda">CUDA (GPU)</option>
<option value="cpu">CPU (Slow)</option>
</select>
</div>
</div>
<div class="form-group">
<label>Input Mode</label>
<div style="display: flex; gap: 1rem; margin-top: 0.25rem;">
<label style="cursor: pointer; font-weight: 400;">
<input type="radio" name="dd_input_mode" value="single" checked onchange="toggleDDInputMode()"> Single Image
</label>
<label style="cursor: pointer; font-weight: 400;">
<input type="radio" name="dd_input_mode" value="folder" onchange="toggleDDInputMode()"> Folder
</label>
</div>
</div>
<div class="form-group">
<div id="dd-single-image-input">
<label for="dd-clean-image">Clean Product Image *</label>
<input type="file" name="clean_images" id="dd-clean-image" accept="image/*">
</div>
<div id="dd-folder-input" class="hidden">
<label for="dd-clean-folder">Clean Product Images Folder *</label>
<input type="file" name="clean_images" id="dd-clean-folder" webkitdirectory directory multiple accept="image/*">
</div>
<p class="hint" id="dd-input-hint">Upload a clean (non-defective) image of the product.</p>
</div>
<button type="submit" class="btn btn-primary btn-lg w-full" id="btn-dd-generate">
โจ Generate with DefectDiffu
</button>
</form>
<div id="dd-gen-alert" class="alert hidden"></div>
</div>
</div>
</div>
<!-- Right Column: Results -->
<div>
<div class="card">
<div class="card-header">
<h2>๐ผ๏ธ DefectDiffu Generation Results</h2>
</div>
<div class="card-body">
<div id="dd-gen-summary"></div>
<div id="dd-gen-results">
<p class="text-gray text-sm" style="text-align: center; padding: 3rem 0;">
Generated images will appear here.<br>
Configure model paths, fill the form, and click Generate.
</p>
</div>
</div>
</div>
<div class="card mt-2">
<div class="card-header">
<h2>๐ DefectDiffu Guide</h2>
</div>
<div class="card-body">
<ol style="padding-left: 1.25rem; font-size: 0.875rem; color: var(--gray-600);">
<li class="mb-1">Set DefectDiffu checkpoint & VAE paths</li>
<li class="mb-1">Enter product description</li>
<li class="mb-1">Optionally specify a target defect type</li>
<li class="mb-1">Upload clean product image(s)</li>
<li>Click Generate โ no training needed!</li>
</ol>
<p class="text-xs text-gray mt-2">
<strong>Note:</strong> DefectDiffu uses text-guided diffusion with three disentangled prompts (c_p, c_d, c_f) and does not require few-shot training like DefectFill.
</p>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- Duplicate Product Modal -->
<div id="duplicate-product-modal" class="modal-overlay hidden">
<div class="modal-content" style="max-width: 520px; padding: 2rem;">
<h3 style="margin-bottom: 0.75rem; color: var(--warning);">โ ๏ธ Product Already Exists</h3>
<p style="margin-bottom: 1rem; color: var(--gray-600); font-size: 0.9375rem;">
The product name <strong id="dup-modal-product-name" style="color: var(--gray-800);"></strong> already exists in the training database.
</p>
<div id="dup-modal-image-container" style="text-align: center; margin-bottom: 1.25rem;">
<img id="dup-modal-sample-image" src="" alt="Sample product image"
style="max-width: 100%; max-height: 220px; border-radius: var(--radius); border: 1px solid var(--gray-200); object-fit: contain; background: var(--gray-50);">
<p style="font-size: 0.75rem; color: var(--gray-400); margin-top: 0.25rem;">Sample from existing training data</p>
</div>
<p style="margin-bottom: 0.5rem; color: var(--gray-600); font-size: 0.875rem;">
Existing defect types: <span id="dup-modal-defect-types" style="font-weight: 600; color: var(--primary);"></span>
</p>
<p style="margin-bottom: 1.5rem; color: var(--gray-600); font-size: 0.875rem;">
What would you like to do?
</p>
<div style="display: flex; gap: 0.75rem; flex-direction: column;">
<button class="btn btn-primary" id="btn-add-defect-type" style="justify-content: flex-start; text-align: left;">
โ Add a <strong>new defect type</strong> to this existing product
</button>
<button class="btn btn-secondary" id="btn-new-product" style="justify-content: flex-start; text-align: left;">
๐ Create a <strong>new product</strong> (requires a different name)
</button>
</div>
<button class="modal-close" id="btn-close-dup-modal">ร</button>
</div>
</div>
<script src="{{ url_for('static', filename='js/app.js') }}"></script>
</body>
</html>
|