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Ai

Annotation Garden

An initiative providing open infrastructure for collaborative annotation of stimuli used in neuroscience research. Uses git branches as stackable annotation layers, BIDS/HED standards for interoperability, and AI-accelerated annotation generation with human refinement. Directly relevant to ReproStim-captured audio/video stimuli and generalizable to any experiment with media needing temporal annotation.

PhotoPrism

A self-hosted, AI-powered photo management application with face recognition, automatic categorization, map views, and album management. In the con/serve architecture, PhotoPrism serves as a rich visualization frontend over git-annex-tracked photo archives, applying the data-visualization separation principle: photos live in git-annex, PhotoPrism provides the browsable UI.