Driver Monitoring Systems are one of the interrelated parts of advanced driving assistance systems (ADAS) and are essential for Level 3 and higher driving systems. The systems use deep learning algorithms to visually monitor and detect a driver’s lack of attention to the road and can offer pre-collison warnings. Euro NCAP has made DMS a primary safety function slated for NCAP incorporation by 2020 and some forecasts predict a market of more than
The first solution from the NXP and Momenta collaboration will combine the high performance, power-efficient architecture of NXP’s Open Vision Platform (S32V2) with Momenta’s deep learning software and expertise. The solution aims to optimize, compress and accelerate deep neural networks so that they can run efficiently on an automotive-grade DMS embedded platform.
“The integrated automotive-grade hardware accelerators in the NXP S32V2 are ideal for deep neural network processing because they can reduce CPU usage and save computing resources. This can offer more performance for other vision processing tasks within the vehicle and reduce costs for our customers,” said
“DMS is essential to autonomous driving systems. NXP has decades of expertise in the functional safety systems required to tackle autonomous driving. Utilizing the hardware architecture of NXP S32V2 platform and the NXP AI enablement, our deep-learning software algorithms can be deployed quickly and run efficiently on a low-power-consumption and automotive grade chip. We look forward to working with NXP to provide the next generation of solutions enabling autonomous driving,” said Momenta CEO
1 Based on Strategy Analytics 2019 forecasts
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Established in 2016, Momenta is building the “brains” for autonomous vehicles. Its deep-learning based software in perception, HD semantic mapping, and data-driven path planning enables the realization of full autonomy. Momenta offers multi-level autonomous driving solutions as well as big data services. Find out more at www.momenta.ai.
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Source: NXP USA, Inc.