FewFaceNet: A Lightweight Few-Shot Learning-based Incremental Face Authentication for Edge Cameras
Abu Sufian,
Anirudha Ghosh,
Debaditya Barman
et al.
Abstract:Face authentication is a widely used technique for verifying identity, but current approaches encounter limitations due to their reliance on extensive computing resources, large datasets, and well-lit environments. Additionally, these approaches often lack adaptability to accommodate new individuals and continuously improve performance. These constraints make them impractical for various edge applications such as smart home security, bio-metric, surveillance system, etc. To address these challenges, this paper… Show more
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