擁抱人工智慧帶來的劇烈產業改變 ＠ Mix Taiwan
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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. Mix Taiwan 2017/03/08 Albert Y. C. Chen, Ph.D. Vice President, R&D Viscovery
- 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. -Heraclitus (535 BC - 475 BC)
- 4. 100 ( )
- 5. 100 ( )
- 7. ( ) •
- 8. ( ) • S&P 500 20 • 10-20
- 9. • • •
- 10. • idea • idea • business plan ? • •
- 11. vs
- 12. ... “Pretotype"
- 14. • An • A+B • A↑ • A↓ • A • ∀
- 15. An 3D • 3D 3D 3D 3D
- 16. A+B +
- 17. A↑ AI
- 18. A↓ o2o
- 19. A + • • • • Xp2p
- 20. ∀ AI AI
- 21. • • • • •
- 23. • 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
- 27. (1979
- 29. 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↓
- 33. NFL
- 34. (1980s - now)
- 35. (2000s-now)
- 36. 3D Structure from X (1960 1999 SIFT )
- 37. 3D
- 38. 3D
- 39. Some SfM, SLAM startups
- 40. Structure from X, PIX4D
- 42. Tandent Lightbrush Video Tutorial for Tandent Lightbrush: https://vimeo.com/47009123
- 45. • Measure brand exposure. • Measure sponsorship effectiveness. • Loss prevention and retail layout optimization.
- 51. AI
- 54. / / ...
Notes de l'éditeur
- - IRB 14000 YuMi, from ABB, (smart industrial robots) - AlphaGo from Google (smart industrial robots) Olli from IBM (self-driving bus) Amazon Go (smart retail)
- 翟本橋：never worked a single day in my life example: Tivo disrupts TV market / creates DVR market example: Facebook, Twitter disrupt online social networking example: FourSquare creates location-based "check in" ad market