擁抱人工智慧帶來的劇烈產業改變 @ mix taiwan
TRANSCRIPT
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Mix Taiwan 2017/03/08
Albert Y. C. Chen, Ph.D.Vice President, R&D
Viscovery
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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
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-Heraclitus (535 BC - 475 BC)
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100 ( )
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100 ( )
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( )•
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( )• S&P 500 20
• 10-20
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•
•
•
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• idea
• idea
• business plan ?
•
•
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vs
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... “Pretotype"
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• An
• A+B
• A↑
• A↓
• A
• ∀
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An 3D
• 3D 3D 3D 3D
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A+B +
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A↑ AI
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A↓o2o
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A +
•
•
•
•
Xp2p
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∀ AI AI
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•
•
•
•
•
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• 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
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(1979
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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↓
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Blue River Technology
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NFL
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(1980s - now)
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(2000s-now)
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3D Structure from X(1960 1999 SIFT )
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3D
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3D
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Some SfM, SLAM startups
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Structure from X, PIX4D
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Tandent Lightbrush
Video Tutorial for Tandent Lightbrush: https://vimeo.com/47009123
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• Measure brand exposure. • Measure sponsorship effectiveness. • Loss prevention and retail layout optimization.
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Source: Prism Skylabs
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AI
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AutoDesk Dreamcatcher Generative Design
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/
/
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...
•
•
• deliver
•
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