Add pet clustering with feedback, naming, and search#9665

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Amrithesh-Kakkoth wants to merge 121 commits intoente-io:mainfrom

Amrithesh-Kakkoth:ml/pet-clustering

Commits on Mar 15, 2026

Add pet clustering engine with agglomerative clustering
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Wire pet clustering into ML pipeline
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Add FP16 model support, lazy session loading, and pet recognition types
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Add pet face and body detection, alignment, and embedding pipeline
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Expose pet recognition pipeline through Rust API bridge
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Integrate pet recognition into ML indexing pipeline with feature flag
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feat: Implement pet detection and display pet faces in file details.
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Restore hardware acceleration and optimization for face/CLIP models
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Remove libc crate dependency, use raw extern C declaration for dlsym
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Remove per-image session unloading from ML pipeline
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Remove debugPetOnlyMode and forceAll debug scaffolding
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Address PR review feedback for pet recognition pipeline
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Fix pet detection never running on previously-indexed files
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Fix pet recognition: Mutex to RwLock, cat face classification, and misc bugs
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Rename detected_objects schema to pet_bodies and remove unused embedding column
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Retrigger CI checks
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Add pet cluster feedback, naming, and search integration
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Fix mutable runtime API after rebase
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Fix review issues: parameterize SQL, guard clustering memory, restore missing schema tables
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Add Rust agglomerative clustering fallback for human faces
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Fix clippy lints: collapsible ifs, is_multiple_of, doc formatting
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Remove unused deletePetName method
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Fix incremental pet clustering: stale summary deletion, centroid refresh, species-filtered moves
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Fix post-feedback summary recomputation, offline pet thumbnails, and view-all pet results
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Commits on Mar 16, 2026

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