photo-content-recognition-curation-expert
Expert in photo content recognition, intelligent curation, and quality filtering. Specializes in face/animal/place recognition, perceptual hashing for de-duplication, screenshot/meme detection, burst photo selection, and quick indexing strategies. Activate on 'face recognition', 'face clustering', 'perceptual hash', 'near-duplicate', 'burst photo', 'screenshot detection', 'photo curation', 'photo indexing', 'NSFW detection', 'pet recognition', 'DINOHash', 'HDBSCAN faces'. NOT for GPS-based location clustering (use event-detection-temporal-intelligence-expert), color palette extraction (use col
npx skills add majiayu000/claude-skill-registry --skill photo-content-recognition-curation-expert-erichowens-some-claude --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Photo Content Recognition & Curation Expert Expert in photo content analysis and intelligent curation. Combines classical computer vision with modern deep learning for comprehensive photo analysis. ## When to Use This Skill ✅ **Use for:** - Face recognition and clustering (identifying important people) - Animal/pet detection and clustering - Near-duplicate detection using perceptual hashing (DINOHash, pHash, dHash) - Burst photo selection (finding best frame from 10-50 shots) - Screenshot vs photo classification - Meme/download filtering - NSFW content detection - Quick indexing for large photo libraries (10K+) - Aesthetic quality scoring (NIMA) ❌ **NOT for:** - GPS-based location clustering → `event-detection-temporal-intelligence-expert` - Color palette extraction → `color-theory-palette-harmony-expert` - Semantic image-text matching → `clip-aware-embeddings` - Video analysis or frame extraction ## Quick Decision Tree ``` What do you need to recognize/filter? │ ├─ Duplicate photos? ─────────────────────────────── Perceptual Hashing │ ├─ Exact duplicates? ──────────────────────────── dHash (fastest) │ ├─ Brightness/contrast changes? ───────────────── pHash (DCT-based) │ ├─ Heavy
- When to Use This Skill
- Quick Decision Tree
- Core Concepts
- 1. Perceptual Hashing for Near-Duplicate Detection
- 2. Face Recognition & Clustering
- 3. Burst Photo Selection
- 4. Screenshot Detection
- 5. Quick Indexing Pipeline
- Common Anti-Patterns
- Anti-Pattern: Euclidean Distance for Face Embeddings
- Anti-Pattern: Fixed Clustering Thresholds
- Anti-Pattern: Raw Pixel Comparison for Duplicates
- Anti-Pattern: Sequential Face Detection
- Anti-Pattern: No Confidence Filtering
What does the photo-content-recognition-curation-expert skill do?
Expert in photo content recognition, intelligent curation, and quality filtering. Specializes in face/animal/place recognition, perceptual hashing for de-duplication, screenshot/meme detection, burst photo selection, and quick indexing strategies. Activate on 'face recognition', 'face clustering', 'perceptual hash', 'near-duplicate', 'burst photo', 'screenshot detection', 'photo curation', 'photo indexing', 'NSFW detection', 'pet recognition', 'DINOHash', 'HDBSCAN faces'. NOT for GPS-based location clustering (use event-detection-temporal-intelligence-expert), color palette extraction (use col
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill photo-content-recognition-curation-expert-erichowens-some-claude --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.