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Video Processing Applications

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Rakuten Technology Conference 2019

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Video Processing Applications

  1. 1. November 9, 2019 Pablo Montalvo Rakuten Institute of Technology Paris Rakuten, Inc.
  2. 2. 2 Deep Learning API { • Actions: walking, driving car • Object detected: building, bag, car • Tags: people, crowd A busy crossing
  3. 3. 3 Full web API • Video player with predicted tags • Selection of posters picked from video Man Woman Woman Man Woman Man Woman Photo by Ivan Akimenko on Unsplash
  4. 4. 4 Scene change detection Object detection Action Recognition Full web API Aesthetics module KTH human action dataset [Schuldt, Laptev and Caputo, Proc. ICPR'04, Cambridge, UK ]
  5. 5. 5 Splits video automatically into meaningful segments
  6. 6. 6 Bounding boxes of identified objects and people Deep Learning Icon made from http://www.onlinewebfonts.com. Icon Fonts is licensed by CC BY 3.0 // Photos by Ivan Akimenko on Unsplash Man Woman Woman Man Woman Man Woman
  7. 7. 7 Deep Learning For video processing Marching Driving car Icon made from http://www.onlinewebfonts.com. Icon Fonts is licensed by CC BY 3.0
  8. 8. 8 Deep Learning AVA photography contest Good + Average Bad Best frames from video advertisement Photo credits: © Duca696, Wikimedia commons, CC by-sa 3.0 Alex E. Proimos, CC-by-2.0 Icon made from http://www.onlinewebfonts.com. Icon Fonts is licensed by CC BY 3.0  Best ones to put on social media

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