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

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擁抱人工智慧帶來的劇烈產業改變 @ Mix Taiwan

Notas do Editor

  1. - IRB 14000 YuMi, from ABB, (smart industrial robots) - AlphaGo from Google (smart industrial robots) Olli from IBM (self-driving bus) Amazon Go (smart retail)
  2. 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