Apple Scientists Shares Research into Self-Driving Car Software

Apple Scientists Shares Research into Self-Driving Car Software

The years of secrecy are over: Apple scientists published a research paper detailing new software that could help autonomous cars better detect pedestrians and cyclists using fewer sensors.

The paper was first noticed by Reuters, which said it was first submitted on November 17 to an independent online journal called arXiv.

In what appears to be the company's first publicly disclosed paper on autonomous vehicles, the research focuses on making machines smart enough to detect 3D objects, reads a new report from Reuters.

Instead, Apple's computer scientists propose a LiDAR-only detection method that they dub "VoxelNet".


At the same time, Apple has been opening up a bit more about its machine learning efforts, publishing papers to its own blog highlighting its research, and now also sharing with the broader research community.

With the new software, engineers said they produced "highly encouraging results" in terms of identifying pedestrians and cyclists using only LiDAR data, which gathers information about surroundings using a pulsed laser, not cameras. In order to figure out exactly what the object is, vehicles must therefore also rely on other sensors and cameras.

Tests were only conducted on a computer simulation, but Apple said it was able to outperform "state-of-the-art LIDAR-based 3D detection methods by a large margin". We know Apple's working on this because it's had to admit as much in order to secure a self-driving test permit from the California Department of Motor Vehicles, and because its test auto has been spotted in and around time.

Apple spent most of 2016 coming to grips with the reality that it couldn't build a auto, but this year, the tech conglomerate showed it still has ambitions to develop autonomous driving technology. And just less than a year ago, Apple encouraged federal regulators not to restrict testing of self-driving cars, noting it was excited about the emerging technology.

Related:

Comments

Latest news

Aquaman: Wan Promises No 'Air Bubbles for Dialogue' in His Movie
The whole Atlantean part, about me being this reluctant king, there was no need for it because you're going to see it in Aquaman . We was really pleased with the gift, saying: "I know I don't look excited but I'm freaking out on the inside".

Maxwell called into Ashes squad as cover for Warner
Meanwhile, England have confirmed Jake Ball is fit to play in the First Test at the Gabba , getting the nod ahead of Craig Overton.

Facebook enabled housing advertisers to promote racial profiling, exclude minorities
That means it's largely up to investigative journalists, watch dogs, and advocacy groups to hold the company accountable. An investigation has alleged that Facebook allowed housing adverts to discriminate against minorities.

JPMorgan CEO Called Bitcoin A 'Fraud'; Now His Bank May Trade Futures
Some of this increase is due, in part, to the growing acceptance of traditional finance that cryptocurrency is here to stay. JPMorgan boss Jamie Dimon is considering a dramatic u-turn on bitcoin , according to reports.

Juventus vs Barcelona: Probable Lineups, Prediction, Tactics and Key Stats
Barcelona will be assured of qualification with a point but would no doubt seek a more emphatic passage into the knockout stages. Alba has been part of a Barcelona squad that has started the season magnificently under new manager Ernesto Valverde.

Other news