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Real-time neural image compression can hit 48 FPS on an entry-level FPGA by executing vector quantization lookups directly over existing pointwise convolution engines instead of dedicated quantization hardware.
MIRAGE, a three-tier architecture for privacy-preserving smart glasses that enforces full-body privacy, supports synthetic full-body replacement, and retains encrypted recovery material for consent-based restoration is presented.