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EdgeLens

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EdgeLens is an open specification for privacy-preserving, edge-first computer vision systems that enable organizations to process sensitive visual data locally while participating in federated, community-driven model improvement. It is designed to scale from localhost deployments in classrooms and individual devices to enterprise and multi-institution infrastructures, ensuring that raw data remains within trusted environments while only validated insights and model updates are shared.

AGPL3 roxanneardary open-source open-source-... federated localhost privacy encryption SDD specification spec-driven-...

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Created on

July 04, 2026

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