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擁抱人工智慧帶來的劇烈產業改變 @ Mix Taiwan

擁抱人工智慧帶來的劇烈產業改變
20170308 @ Mix Taiwan

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擁抱人工智慧帶來的劇烈產業改變 @ Mix Taiwan

  1. 1. Mix Taiwan 2017/03/08 Albert Y. C. Chen, Ph.D. Vice President, R&D Viscovery
  2. 2. Albert Y. C. Chen, Ph.D. • 2017–present Viscovery 2016–2017 Viscovery 2015–2015 Nervve Technologies 2013–2014 Tandent Vision Science 2011–2012 GE Global Research • Computer Science Computer Science Computer Science
  3. 3. -Heraclitus (535 BC - 475 BC)
  4. 4. 100 ( )
  5. 5. 100 ( )
  6. 6. ( ) •
  7. 7. ( ) • S&P 500 20 • 10-20
  8. 8. • • •
  9. 9. • idea • idea • business plan ? • •
  10. 10. vs
  11. 11. ... “Pretotype"
  12. 12. • An • A+B • A↑ • A↓ • A • ∀
  13. 13. An 3D • 3D 3D 3D 3D
  14. 14. A+B +
  15. 15. A↑ AI
  16. 16. A↓ o2o
  17. 17. A + • • • • Xp2p
  18. 18. ∀ AI AI
  19. 19. • • • • •
  20. 20. • Final inspection cells • Robot guidance and checking orientation of components • Packaging Inspection • Medical vial inspection • Food pack checks • Verifying engineered components[5] • Wafer Dicing • Reading of Serial Numbers • Inspection of Saw Blades • Inspection of Ball Grid Arrays (BGAs) • Surface Inspection • Measuring of Spark Plugs • Molding Flash Detection • Inspection of Punched Sheets • 3D Plane Reconstruction with Stereo • Pose Verification of Resistors • Classification of Non- Woven Fabrics 1970 • Automated Train Examiner (ATEx) Systems • Automatic PCB inspection • Wood quality inspection • Final inspection of sub-assemblies • Engine part inspection • Label inspection on products • Checking medical devices for defects
  21. 21. (1979
  22. 22. Recognition Accuracy: • 1 to 1: 99%+ • 1 to 100: 90% • 1 to 10,000: 50%-70%. • 1 to 1M: 30%. LFW dataset, common FN↑, FP↓
  23. 23. Blue River Technology
  24. 24. NFL
  25. 25. (1980s - now)
  26. 26. (2000s-now)
  27. 27. 3D Structure from X (1960 1999 SIFT )
  28. 28. 3D
  29. 29. 3D
  30. 30. Some SfM, SLAM startups
  31. 31. Structure from X, PIX4D
  32. 32. Tandent Lightbrush Video Tutorial for Tandent Lightbrush: https://vimeo.com/47009123
  33. 33. • Measure brand exposure. • Measure sponsorship effectiveness. • Loss prevention and retail layout optimization.
  34. 34. Source: Prism Skylabs
  35. 35. AI
  36. 36. AutoDesk Dreamcatcher Generative Design
  37. 37. / / ...
  38. 38. ... • • • deliver •
  39. 39. Thank You! albert@viscovery.com

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