The reporter learned from the Second Department of China Aerospace Science and Technology Second Hospital on the 26th that the Ministry has successfully developed a "deep-learning-based intelligent assisted driving system". With embedded chips of several centimeters in size, real-time accurate and intelligent perception of the environment can be realized. It has reached the world advanced level in target recognition accuracy.
The public data shows that the intelligent driving target recognition accuracy is up to 90.55%, but it takes 4 seconds to process one picture; the algorithmic accuracy of the two intelligent assisted driving systems is 90.05%, and it takes only 0.03 seconds to process a picture.
At present, the two teams have broken through a series of core technologies, including multi-target detection and recognition, segmentable segmentation, lane detection, etc., and formed in deep neural network compression, deep neural network compilation tool chain and intelligent acceleration engine. Technical barriers. Guo Rui, the person in charge of the team, said that scene semantic segmentation is what allows computers to understand what images they “seeâ€, while deep neural networks can extract high-level semantic features by learning, eliminating backlighting, light, shadows, defects, etc. The interference of the target detection.
Guo Rui said that the team's focus has shifted to the engineering and productization of "intelligent assisted driving system based on deep learning", and joint functional testing and mass production trial production with related automobile factories. It is expected to complete small scale by the end of this year. Mass production.
In addition, the team is developing a new type of smart sensor that combines visible, infrared and millimeter-wave radars to cope with the complex scenes of military vehicles driving in the environment, such as complex lighting and nighttime prohibition lighting, to meet the military vehicles all-day, all-weather assisted driving. demand. The team's advanced technologies accumulated in intelligent sensing and intelligent decision-making are gradually playing a role in the detection and identification of weapons systems, intelligent accusations and other fields. (Wang Zhen reporter Fu Yifei)
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