The day before, China CASIC hospital two in artificial intelligence field has made new breakthroughs, successfully developed the "driving system" function of intelligent aided deep learning based on prototype. The product can be transplanted to the embedded chip Fangcun several centimetres in size, can achieve real-time intelligent perception of the environment, the recognition accuracy has reached the advanced level in the world.
Driving in the intelligent public data set KITTI, the accuracy of target recognition in general up to 90.55%, with a picture of 4 seconds, but the "intelligent auxiliary driving team algorithm can achieve an accuracy rate of 90.05%, with a picture of just 0.03 seconds, the power consumption of the system is less than 5 watts, can effectively reduce the rear end collision accident and the head-on collision accidents and road accident.
At present, the team has broken through a series of core technologies, including multi-target detection and recognition, driving area segmentation, lane detection and so on, and has formed technical advantages in deep neural network compression, deep neural network compilation tool chain and intelligent acceleration engine.
According to the team leader Guo Rui said that the scene semantic segmentation is to make the computer understand it to "see" the image represents what, the depth of the neural network can learn to extract high-level semantic features, and to exclude the backlighting light, shadows, defects and other factors on target detection interference. At present, the team has reached a preliminary cooperation with a car company to provide it with a smart camera.
In addition, in the light of military vehicle driving environment is complex and changeable, night marches and other special scene "prohibit lighting, intelligent driving assistance team is developing a new type of intelligent sensor fusion of visible light, infrared and millimeter wave radar, military vehicles meet all day long and all-weather auxiliary driving demand. The advanced technology accumulated by the team in intelligent perception and intelligent decision making is playing an important role in the field of target detection and recognition, intelligent accusation and so on. It provides updated and better ideas and solutions for solving these technical problems.
As the wisdom of overall in-depth cooperation, the establishment of China CASIC hospital two not only with research institutes, high-tech enterprises, and actively introduce artificial intelligence technology from outside, but also actively encourage young designers, development of dual-use product of artificial intelligence, to promote the integration of military and civilian industry development, while creating economic benefits, will quickly fall the new technology of nurturing to military applications, the core technology of the development of autonomous military artificial intelligence.
Guo Rui said, "intelligent auxiliary drive" team work has shifted to "drive and work with product engineering system based on Intelligent assisted deep learning, and jointly carry out related automobile plant function test and trial production, is expected to be completed by the end of this year production of small modulus.
Source of the article: Economic Daily