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An embedded computer vision system built on Raspberry Pi 3 with custom-compiled OpenCV 3.3.0 for the Speranza Cieca assistive device. The project involves low-level hardware configuration, cross-platform compilation of OpenCV libraries with CUDA optimizations, and integration of image/video I/O pipelines for real-time visual processing. Features co