Deep Learning: does reality match the hype?

Deep Learning

Deep Learning had amazing successes recently, reaching or exceeding human-level performance in

  • image recognition (reported used to scan every image uploaded to Facebook for face and object recognition),
  • automatic caption generation, (for example this work by Andrej Karpathy and Li Fei-Fei – image below)
  • speech recognition (Google Now, Siri, Baidu),
  • machine translation
  • robotics / motor control
  • games (exceeding human-level in many Atari games and defeating a European Go champion),
  • and many other areas (watch Oriol Vinyals of Google excellent presentation on recent advances of Deep Learning.

 


Deep Learning: does reality match the hype?

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Kalyan Banga203 Posts

I am Kalyan Banga, a Post Graduate in Business Analytics from Indian Institute of Management (IIM) Calcutta, a premier management institute, ranked best B-School in Asia in FT Masters management global rankings. I have spent 6 years in field of Analytics.

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