Explore a groundbreaking approach to machine vision in this tinyML talk. Discover how Oculi is revolutionizing AI by mimicking the human eye's efficiency and speed. Learn about their single-chip vision solution that combines sensing and pre-processing at the pixel level, offering up to 30x improvement in energy-delay product. Delve into the technology's applications, including people counting, spatial filtering, high-speed imaging, and color and depth perception. Gain insights into the software-defined tradeoffs, data reduction techniques, and the innovative "intellipixel" concept. Understand why Oculi's platform is uniquely positioned to make efficient imaging technology accessible to the TinyML community and beyond.