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Learn about groundbreaking advancements in visual edge computing through this conference talk that showcases Oculi's innovative SPU technology. Explore how their programmable vision sensor achieves a remarkable 600x reduction in latency-energy consumption compared to conventional solutions. Discover the various operational modes including image/video capture, polarity events, smart events, and actionable information output, along with real-time adjustable features like spatial/temporal resolution and dynamic range. Understand how this technology enables always-on vision applications that can run for an entire year on a single AA battery, demonstrated through a pedestrian detection system with sub-4ms latency. Gain insights into practical applications for TinyML vision systems, including presence detection, face recognition, hand tracking, and eye detection, while comparing performance metrics against traditional approaches.
