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Mitchins
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anime-style-classifier-efficientnet-b0

Image Classification
Safetensors
PyTorch
English
torchvision
efficientnet_b0
anime
art-style
efficientnet-b0
multi-class
deprecated
Eval Results
Model card Files
xet
Community
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Files changed (3) hide show
  1. README.md +16 -16
  2. validation/generate_index.py +7 -7
  3. validation/validation_grid.md +16 -16
README.md CHANGED
@@ -290,22 +290,22 @@ Below is a compact thumbnail-based preview of a subset of the published validati
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  # Validation set — visual grid
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- A compact birds-eye preview. Columns: modern | painterly | retro | moe | flat | dark
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-
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- | Scene | Modern | Painterly | Retro | Moe | Flat | Dark |
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- |---|---|---|---|---|---|---|
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- | `scene133_fey_crossing_footbridge_retro_00001_.png` | | | <a href="validation/images/retro/retro_02.png"><img src="validation/thumbs/retro_02.png" alt="retro_02.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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- | `scene16_rain_on_train_crossing_moe_00001_.png` | | | | <a href="validation/images/moe/moe_04.png"><img src="validation/thumbs/moe_04.png" alt="moe_04.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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- | `scene241_meteor_defense_bunker_moe_00001_.png` | | | | <a href="validation/images/moe/moe_07.png"><img src="validation/thumbs/moe_07.png" alt="moe_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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- | `scene257_holo_library_steps_painterly_00001_.png` | | <a href="validation/images/painterly/painterly_07.png"><img src="validation/thumbs/painterly_07.png" alt="painterly_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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- | `scene31_campus_courtyard_rain_flat_00001_.png` | | | | | <a href="validation/images/flat/flat_10.png"><img src="validation/thumbs/flat_10.png" alt="flat_10.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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- | `scene31_campus_courtyard_rain_painterly_00001_.png` | | <a href="validation/images/painterly/painterly_08.png"><img src="validation/thumbs/painterly_08.png" alt="painterly_08.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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- | `scene31_campus_courtyard_rain_retro_00001_.png` | | | <a href="validation/images/retro/retro_10.png"><img src="validation/thumbs/retro_10.png" alt="retro_10.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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- | `scene39_riverbank_spring_cycling_dark_00001_.png` | | | | | | <a href="validation/images/dark/dark_11.png"><img src="validation/thumbs/dark_11.png" alt="dark_11.png" style="width:150px;height:auto;margin:2px;"/></a> |
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- | `scene57_sky_garden_walkway_dark_00001_.png` | | | | | | <a href="validation/images/dark/dark_15.png"><img src="validation/thumbs/dark_15.png" alt="dark_15.png" style="width:150px;height:auto;margin:2px;"/></a> |
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- | `scene72_spirit_shrine_waterfall_modern_00001_.png` | <a href="validation/images/modern/modern_16.png"><img src="validation/thumbs/modern_16.png" alt="modern_16.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
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- | `scene99_town_square_clock_rain_flat_00001_.png` | | | | | <a href="validation/images/flat/flat_19.png"><img src="validation/thumbs/flat_19.png" alt="flat_19.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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- | `scene99_town_square_clock_rain_modern_00001_.png` | <a href="validation/images/modern/modern_20.png"><img src="validation/thumbs/modern_20.png" alt="modern_20.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
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  <!-- END VALIDATION GRID -->
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  # Validation set — visual grid
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+ A compact birds-eye preview. Columns: Modern | Painterly | Retro | Moe | Flat | Dark
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+
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+ | Modern | Painterly | Retro | Moe | Flat | Dark |
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+ |---|---|---|---|---|---|
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+ | | | <a href="validation/images/retro/retro_02.png"><img src="validation/thumbs/retro_02.png" alt="retro_02.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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+ | | | | <a href="validation/images/moe/moe_04.png"><img src="validation/thumbs/moe_04.png" alt="moe_04.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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+ | | | | <a href="validation/images/moe/moe_07.png"><img src="validation/thumbs/moe_07.png" alt="moe_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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+ | | <a href="validation/images/painterly/painterly_07.png"><img src="validation/thumbs/painterly_07.png" alt="painterly_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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+ | | | | | <a href="validation/images/flat/flat_10.png"><img src="validation/thumbs/flat_10.png" alt="flat_10.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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+ | | <a href="validation/images/painterly/painterly_08.png"><img src="validation/thumbs/painterly_08.png" alt="painterly_08.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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+ | | | <a href="validation/images/retro/retro_10.png"><img src="validation/thumbs/retro_10.png" alt="retro_10.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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+ | | | | | | <a href="validation/images/dark/dark_11.png"><img src="validation/thumbs/dark_11.png" alt="dark_11.png" style="width:150px;height:auto;margin:2px;"/></a> |
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+ | | | | | | <a href="validation/images/dark/dark_15.png"><img src="validation/thumbs/dark_15.png" alt="dark_15.png" style="width:150px;height:auto;margin:2px;"/></a> |
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+ | <a href="validation/images/modern/modern_16.png"><img src="validation/thumbs/modern_16.png" alt="modern_16.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
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+ | | | | | <a href="validation/images/flat/flat_19.png"><img src="validation/thumbs/flat_19.png" alt="flat_19.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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+ | <a href="validation/images/modern/modern_20.png"><img src="validation/thumbs/modern_20.png" alt="modern_20.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
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  <!-- END VALIDATION GRID -->
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validation/generate_index.py CHANGED
@@ -10,9 +10,9 @@ import argparse
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  STYLES = ['modern', 'painterly', 'retro', 'moe', 'flat', 'dark']
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  MD_HEADER = """
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- # Validation set — visual grid
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- A compact birds-eye preview. Columns: modern | painterly | retro | moe | flat | dark
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  """
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@@ -33,9 +33,9 @@ def build_scene_map(annotations):
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  def render_grid(scene_map, images_dir, thumbs_dir=None):
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  lines = [MD_HEADER]
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- # header row with style labels
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- header = '| Scene | ' + ' | '.join(s.capitalize() for s in STYLES) + ' |'
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- sep = '|---' + ('|---' * len(STYLES)) + '|' # simple separators
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  lines.append(header)
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  lines.append(sep)
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@@ -65,8 +65,8 @@ def render_grid(scene_map, images_dir, thumbs_dir=None):
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  cells.append(CELL_HTML.format(img=thumb_path, full=full_path, alt=fn))
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  else:
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  cells.append('')
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- scene_cell = f'`{scene}`'
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- lines.append('| ' + scene_cell + ' | ' + ' | '.join(cells) + ' |')
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  return '\n'.join(lines)
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  STYLES = ['modern', 'painterly', 'retro', 'moe', 'flat', 'dark']
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  MD_HEADER = """
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+ # Validation set  visual grid
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+ A compact birds-eye preview. Columns: Modern | Painterly | Retro | Moe | Flat | Dark
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  """
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  def render_grid(scene_map, images_dir, thumbs_dir=None):
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  lines = [MD_HEADER]
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+ # header row with style labels (no scene column)
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+ header = '| ' + ' | '.join(s.capitalize() for s in STYLES) + ' |'
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+ sep = '|' + ('---|' * len(STYLES))
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  lines.append(header)
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  lines.append(sep)
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  cells.append(CELL_HTML.format(img=thumb_path, full=full_path, alt=fn))
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  else:
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  cells.append('')
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+ # render only the style cells (no scene name column)
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+ lines.append('| ' + ' | '.join(cells) + ' |')
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  return '\n'.join(lines)
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validation/validation_grid.md CHANGED
@@ -1,20 +1,20 @@
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- # Validation set — visual grid
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- A compact birds-eye preview. Columns: modern | painterly | retro | moe | flat | dark
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- | Scene | Modern | Painterly | Retro | Moe | Flat | Dark |
8
- |---|---|---|---|---|---|---|
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- | `scene133_fey_crossing_footbridge_retro_00001_.png` | | | <a href="validation/images/retro/retro_02.png"><img src="validation/thumbs/retro_02.png" alt="retro_02.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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- | `scene16_rain_on_train_crossing_moe_00001_.png` | | | | <a href="validation/images/moe/moe_04.png"><img src="validation/thumbs/moe_04.png" alt="moe_04.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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- | `scene241_meteor_defense_bunker_moe_00001_.png` | | | | <a href="validation/images/moe/moe_07.png"><img src="validation/thumbs/moe_07.png" alt="moe_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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- | `scene257_holo_library_steps_painterly_00001_.png` | | <a href="validation/images/painterly/painterly_07.png"><img src="validation/thumbs/painterly_07.png" alt="painterly_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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- | `scene31_campus_courtyard_rain_flat_00001_.png` | | | | | <a href="validation/images/flat/flat_10.png"><img src="validation/thumbs/flat_10.png" alt="flat_10.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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- | `scene31_campus_courtyard_rain_painterly_00001_.png` | | <a href="validation/images/painterly/painterly_08.png"><img src="validation/thumbs/painterly_08.png" alt="painterly_08.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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- | `scene31_campus_courtyard_rain_retro_00001_.png` | | | <a href="validation/images/retro/retro_10.png"><img src="validation/thumbs/retro_10.png" alt="retro_10.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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- | `scene39_riverbank_spring_cycling_dark_00001_.png` | | | | | | <a href="validation/images/dark/dark_11.png"><img src="validation/thumbs/dark_11.png" alt="dark_11.png" style="width:150px;height:auto;margin:2px;"/></a> |
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- | `scene57_sky_garden_walkway_dark_00001_.png` | | | | | | <a href="validation/images/dark/dark_15.png"><img src="validation/thumbs/dark_15.png" alt="dark_15.png" style="width:150px;height:auto;margin:2px;"/></a> |
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- | `scene72_spirit_shrine_waterfall_modern_00001_.png` | <a href="validation/images/modern/modern_16.png"><img src="validation/thumbs/modern_16.png" alt="modern_16.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
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- | `scene99_town_square_clock_rain_flat_00001_.png` | | | | | <a href="validation/images/flat/flat_19.png"><img src="validation/thumbs/flat_19.png" alt="flat_19.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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- | `scene99_town_square_clock_rain_modern_00001_.png` | <a href="validation/images/modern/modern_20.png"><img src="validation/thumbs/modern_20.png" alt="modern_20.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
 
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+ # Validation set  visual grid
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+ A compact birds-eye preview. Columns: Modern | Painterly | Retro | Moe | Flat | Dark
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+ | Modern | Painterly | Retro | Moe | Flat | Dark |
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+ |---|---|---|---|---|---|
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+ | | | <a href="validation/images/retro/retro_02.png"><img src="validation/thumbs/retro_02.png" alt="retro_02.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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+ | | | | <a href="validation/images/moe/moe_04.png"><img src="validation/thumbs/moe_04.png" alt="moe_04.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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+ | | | | <a href="validation/images/moe/moe_07.png"><img src="validation/thumbs/moe_07.png" alt="moe_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | |
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+ | | <a href="validation/images/painterly/painterly_07.png"><img src="validation/thumbs/painterly_07.png" alt="painterly_07.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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+ | | | | | <a href="validation/images/flat/flat_10.png"><img src="validation/thumbs/flat_10.png" alt="flat_10.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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+ | | <a href="validation/images/painterly/painterly_08.png"><img src="validation/thumbs/painterly_08.png" alt="painterly_08.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | |
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+ | | | <a href="validation/images/retro/retro_10.png"><img src="validation/thumbs/retro_10.png" alt="retro_10.png" style="width:150px;height:auto;margin:2px;"/></a> | | | |
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+ | | | | | | <a href="validation/images/dark/dark_11.png"><img src="validation/thumbs/dark_11.png" alt="dark_11.png" style="width:150px;height:auto;margin:2px;"/></a> |
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+ | | | | | | <a href="validation/images/dark/dark_15.png"><img src="validation/thumbs/dark_15.png" alt="dark_15.png" style="width:150px;height:auto;margin:2px;"/></a> |
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+ | <a href="validation/images/modern/modern_16.png"><img src="validation/thumbs/modern_16.png" alt="modern_16.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |
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+ | | | | | <a href="validation/images/flat/flat_19.png"><img src="validation/thumbs/flat_19.png" alt="flat_19.png" style="width:150px;height:auto;margin:2px;"/></a> | |
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+ | <a href="validation/images/modern/modern_20.png"><img src="validation/thumbs/modern_20.png" alt="modern_20.png" style="width:150px;height:auto;margin:2px;"/></a> | | | | | |