 slahiriandClaude Opus 4.5
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e0b2f000b6
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fix: improve classification accuracy and conflict resolution
Classification fixes:
- Add afro/african hairstyles, beard, facial hair to HAIR subcategory
- Add "rule of thirds" to photography composition patterns
- Filter long caption sentences (max 12 words)
Conflict resolution:
- Add gender conflict filtering (male vs female tags)
- Add ethnicity conflict resolution (asian vs african/dark-skinned)
- Add body shot mutual exclusivity (full body vs upper body)
- Add age conflict resolution (boy vs mature male)
False positive filtering:
- Higher confidence thresholds for fashion_segformer (0.6+)
- Filter common fashion false positives (glasses, headwear, shoes)
- Add META patterns for caption sentence starters
- Filter generic tags (general, original, fantasy, suggestive content)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2025-12-27 20:40:46 +05:30 |
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slahiriandClaude Opus 4.5
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6d57304db0
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feat: add pose extraction and expand ethnicity keywords
Pose extraction:
- Add TokenSource.POSE with 0.95 reliability weight
- Add extract_from_pose() to tokenizer
- Route pose tokens to ACTION_POSE category via source-based routing
- Pose tags like "standing", "arms at sides", "facing viewer" now captured
Ethnicity expansion:
- Add 80+ ethnicity terms to SKIN subcategory
- Includes: South Asian (south indian, desi, punjabi, etc.)
- East Asian (japanese, korean, chinese, vietnamese, etc.)
- Middle Eastern (arab, persian, turkish, etc.)
- African (nigerian, ethiopian, etc.)
- Latin American (brazilian, mexican, etc.)
- Mixed/multiracial terms
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2025-12-27 19:49:50 +05:30 |
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slahiriandClaude Opus 4.5
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574b976728
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feat(compose): implement Phase 3 - Classification
Classification pipeline with 5-layer cascade:
- Layer 1: Florence analyze key mapping
- Layer 2: Source-based routing (photography, IQA, composition)
- Layer 3: Dictionary keyword matching with multi-category support
- Layer 5: Uncategorized fallback
Key features:
- Expanded keyword dictionaries for 90%+ classification rate
- Conflict resolution for mutually exclusive tokens
- Subject detail subcategories (hair, eyes, face, body, clothing, skin)
- Multi-category tokens (e.g., "looking at viewer" → action + eyes)
Test results: Calvin Klein 90.8%, Saree 84.0%, Cupcake 83.9%, Landscape 77.8%
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2025-12-27 10:27:32 +05:30 |
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