F

federated-ai

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. https://roxanneardary.com/edgelens/