Wedding Album Shortlister
From Days to Minutes, choose photos efficiently
What it does
AI-powered pipeline to automatically shortlist the best wedding photos from thousands of images. The system uses: - CLIP embeddings for visual similarity - Aesthetic scoring for visual quality - Duplicate removal - Clustering - LLM scoring for storytelling value The result is a curated Top 250 wedding photos ready for album selection.
Does the same job
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Smart Albums AI by Waldo Photos2025 · ▲167Turn moments into shareable albums with a tap of a button!
- PAPicPick – AI-powered photo curator using CLIP and face recognitionDec 2025 · github.com · ▲5
Hey HN! I built this after my wedding left me with 5,000 photos to sort through. The key insight: most photo sorting time is spent reviewing near-duplicates. Professional photographers shoot in bursts, so you get 10+ shots of the same moment. PicPick uses CLIP embeddings to cluster visually similar photos, then adds face recognition to keep groups coherent (so you don't mix up "bride with parents" and "bride with friends" just because they look similar). Tech stack: - CLIP for semantic similarity (not just perceptual hashing) - face_recognition (dlib) for person detection - DBSCAN clustering…
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