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Autonomous vehicles promise to be a hugely transformative development for society, affecting personal and commercial use of vehicles, as well as entire industries. Billions are being spent as manufacturers race to develop the technologies that will enable autonomous vehicles. The global autonomous vehicle market is valued at $54.23 billion in 2019 and projected to grow to $556.67 billion by 2026, registering a compound annual growth rate (CAGR) of 39.47%.
One of the challenges in the development of autonomous vehicles is how to enable them to perceive their environment. Multiple cameras and sensing methods are used in these vehicles to allow them to “see.” But while humans can look at an image and immediately recognize what it shows—for example, the street, other cars, and buildings—an autonomous vehicle must be taught how to recognize what it sees.
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