On December 11, NetEase Smart News reported that Apple has long been recognized for its advancements in machine learning. However, during a recent speech, the company’s AI leaders provided deeper insights into their work. As highlighted in Wired Magazine, Ruslan Salakhutdinov showcased how Apple is leveraging machine learning in practical applications.
The speech took place at the NIPS (Neural Information Processing Systems) conference, an annual event that has grown significantly over the past 31 years. This year, it attracted over 8,000 participants, making it one of the most influential gatherings in the field of artificial intelligence.
Salakhutdinov focused much of his presentation on the role of machine learning in autonomous vehicle systems. He discussed various projects, including detecting vehicles and pedestrians in busy urban environments, navigating unfamiliar streets, and generating detailed 3D city maps.
One of the key demonstrations involved Apple's system for identifying cars, pedestrians, and drivable areas. The system was shown to function effectively even under challenging conditions, such as heavy rain or when obstacles were partially hidden. Salakhutdinov humorously noted, “Five years ago, I wouldn’t have believed this was possible.â€
Another project he presented was based on a research paper published by Apple last month. The paper explored the use of laser radar (LIDAR) to detect pedestrians and cyclists, highlighting Apple's commitment to improving safety in self-driving technology.
Additionally, Salakhutdinov shared how Apple collects data from vehicles on the road to build comprehensive 3D maps. These maps include critical details like traffic lights and road signs, which are essential for autonomous navigation.
He also introduced a technique known as Simultaneous Localization and Mapping (SLAM), which enables software to create real-time maps while determining its location. SLAM is widely used in robotics, self-driving cars, and augmented reality applications.
Apple’s approach to developing its autopilot system has been surprisingly transparent. CEO Tim Cook described the project as “very exciting,†calling it “the mother of all AI initiatives.†The company has also supported changes in autonomous vehicle testing regulations. Recently, it was reported that Apple officially began testing driverless cars in California.
While the future success of Apple’s autopilot system remains uncertain, the company’s openness and technological progress make it an intriguing player in the evolving world of self-driving cars.
(Source: 9to5mac | Translator: NetEase See | Compiler Robot: nariiy)
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