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Re:Silicon Valley Venture Capitalists Prepare for an I.P.O. ... by mgummelt on Sunday April 15, 2018 @08:06PM (#16845768)
Supervised learning requires labels. Unsupervised doesn't. Self driving cars use elements of both. This is why companies like Cruise and Tesla are rushing to get basic self driving cars out there. They need driving data.
Re:Silicon Valley Venture Capitalists Prepare for an I.P.O. ... by jgalt212 on Sunday April 15, 2018 @09:48PM (#16846164)
Fair enough. I guess I'm in the camp that unsupervised learning is of limited utility.
Re:Silicon Valley Venture Capitalists Prepare for an I.P.O. ... by jmalicki on Monday April 16, 2018 @04:28AM (#16847502)
You can get creative about labels. For instance, with known velocity of the car, predict where an object in view of the camera will be 5 frames in the future... This makes all data recorded by the camera effectively labeled, and is actually a useful thing to have.
Re:Silicon Valley Venture Capitalists Prepare for an I.P.O. ... by nl on Monday April 16, 2018 @05:12AM (#16847668)
Human input in normal cars with sensors provides supervision.