Though Chief Executive Tim Cook has called self-driving cars "the mother of all AI projects," Apple has given few hints about the nature of its self-driving car ambitious.Self-driving cars often use a combination of normal two-dimensional cameras and depth-sensing "LiDAR" units to recognize the world around them.But with new software, the Apple researchers said they were able to get "highly encouraging results" in spotting pedestrians and cyclists with just LiDAR data.Research by Apple Inc computer scientists on how self-driving cars can better spot cyclists and pedestrians while using fewer sensors has been posted online, in what appears to be the company’s first publicly disclosed paper on autonomous vehicles..org/abs/1711.
Their work rarely appears outside the journal, which so far has not published any research on self-driving cars. The experiments were computer simulations and did not involve road tests. Yielding to that dynamic, Apple in July established the Apple Machine Learning Journal for its researchers.
The scientists proposed a new software approach called "VoxelNet" for helping computers detect three-dimensional objects.The paper by Yin Zhou and Oncel Tuzel, submitted on Nov. In April, Apple filed a self-driving car testing plan with California regulators. They also wrote they were able to beat other approaches for detecting three-dimensional objects that use only LiDAR.Academics are used to freely sharing their work with peers at other organizations. While the units supply depth information, their low resolution makes it hard to detect small, faraway objects without help from a normal camera linked to it in real time. 17 to independent online journal arXiv, is significant because Apple’s famed corporate secrecy around future products has been seen China Spring coiling machine Suppliers as a drawback among artificial intelligence and machine learning researchers. Last December, Apple told federal regulators it was excited about the technology and asked regulators not to restrict testing of the technology.06396) Apple declined to comment.