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Hardware-accelerated, low-overhead middleware bridge linking Genetec Security Center live video streams with the Edwards FireWorks incident platform. Employs multi-core parallel CPU routines (Numba NJIT) and NVIDIA GPU kernels (CUDA) to process unmanaged memory pixel matrices for real-time visual fire and smoke detection, backed by thread-safe, val
Hardware-accelerated, low-overhead middleware bridge linking Genetec Security Center live video streams with the Edwards FireWorks incident platform. Employs multi-core parallel CPU routines (Numba NJIT) and NVIDIA GPU kernels (CUDA) to process unmanaged memory pixel matrices for real-time visual fire and smoke detection, backed by thread-safe, val