AI is transforming the products we build and the way we do business. AI using images and video is already at work in our smart home devices, our smartphones and many of our vehicles. But despite some clear successes, AI […]
AI inference demands orders of magnitude more compute capacity than what today’s SoCs offer. At the same time, neural network topologies are changing too quickly to be addressed by ASICs that take years to go from architecture to production. In […]
Indoor autonomous navigation requires using a variety of sensors in different modalities. Merging together RGB, depth, lidar and odometry data streams to achieve autonomous operation requires a fusion of sensory data. In this talk, we describe our sensor-pack agnostic sensory […]
AI inference at the edge will continue to create insatiable demand for compute performance in power- and cost-constrained form factors. Taking into account past trends, continuous scale-up of algorithms and the real economic value now being generated by AI at […]
Energy efficiency plays a crucial role in making computer vision successful in battery-powered systems, including drones, mobile phones and autonomous robots. Since 2015, IEEE has been organizing annual competition on low-power computer vision to identify the most energy-efficient technologies for […]
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