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Computer Vision
Technologies and Markets
December 9, 2015
ANAND JOSHI
Senior Analyst
About Tractica
2
Tractica is a market intelligence firm
that focuses on human interaction
with technology.
The firm’s market research and
consulting services provide industry
participants and stakeholders with in-
depth analysis of emerging technology
trends, business issues, market drivers,
and end-user demand dynamics across
multiple application domains.
Sector Focus
• Computer Vision
• Biometrics
• Digital Health
• Wearable Devices
• Automation & Robotics
Research Services
• Research Reports
• Research Subscriptions
• Analyst Inquiry Sessions
• Consulting Projects
• Go-to-Market Services
• End-User Surveys
Copyright © 2015 Tractica
Computer Vision Market
3
Computer vision refers to identification of objects via an image or video
Copyright © 2015 Tractica
Computer Vision - Technology
 Computers are notoriously inadequate
 Humans derive information based on context
 Unknown solution to unknown problem
 Deep learning technologies are emerging as front runner
 100% accuracy still remains elusive
 OCR, one of the oldest computer vision technology, is yet to exceed 99%
accuracy
 Device side vs server side processing
 Embedded devices
 GPUs and FPGAs
4
Computer Vision Market
 Six key application areas
 Automotive, sports & entertainment, consumer & mobile, robotics &
machine vision, medical, and security & surveillance
 Devices (hardware) make up majority of market
 Different business models
 Software-as-a-service
 Technology licensing
 One time payment
 Pay-as-you-go
5
Key Market Trends
 Fragmented. Startup dominated. Like a “rookie quarterback”
 Ready for takeoff
 “Killer apps” are eagerly awaited
 Different drivers in different markets
6
Key Application Markets
7
Computer Vision Market Forecast
8
(Source: Tractica)
Computer Vision Revenue by Application Market, World Markets: 2014-2019
 The total computer vision market is expected to grow from $5.7 billion
in 2014 to $33.3 billion in 2019 at a CAGR of 42%.
Copyright © 2015 Tractica
$0
$5,000
$10,000
$15,000
$20,000
$25,000
$30,000
$35,000
2014 2015 2016 2017 2018 2019
Automotive
Sports & Entertainment
Consumer
Robotics and Machine Vision
Medical
Security & Surveillance
($Millions)
Computer Vision Hardware vs. Software
9
(Source: Tractica)
 The computer vision market is driven by hardware, but software and
services will be an increasing area of opportunity in the next few years.
Copyright © 2015 Tractica
$0
$5,000
$10,000
$15,000
$20,000
$25,000
$30,000
$35,000
2014 2015 2016 2017 2018 2019
Hardware
Software and Services
($Millions)
Computer Vision Revenue by Segment, World Markets: 2014-2019
Computer Vision in Automotive
 Key applications
 Advanced driver assistance systems, obstacle detection systems,
parking assist, driver alertness monitoring, lane departure warning…
 Dominated by hardware
 Ultimate vision: autonomous vehicles
 Drivers and challenges
 Regulations
 Buzz generated by self driving cars
 Liability issues
 Human factors (do I really trust my car more than me?)
 Security
10
$0
$1,000
$2,000
$3,000
$4,000
$5,000
$6,000
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
Computer Vision in Automotive
11
(Source: Tractica)
The market is expected to increase from $1.28 billion in 2014 to $5.5 billion in
2019 at a CAGR of 33.7%.
Computer Vision in Consumer & Mobile
12
 Market trends and challenges
 Consumers want “cooler” devices and applications
 VR is being expected to be a “killer app”
 “Nice to have” vs. “must have”
 Camera on smartphone being utilized for CV apps
 Key applications
 Gaming and gesture recognition
 Smartphone and camera apps
 VR and AR
 OCR
 Wearables with vision
Copyright © 2015 Tractica
$0
$2,000
$4,000
$6,000
$8,000
$10,000
$12,000
$14,000
$16,000
$18,000
$20,000
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
Computer Vision in Consumer & Mobile
13
(Source: Tractica)
The consumer market is expected to grow at a CAGR of 61%
to $17.5 billion by 2019
Computer Vision in Robotics
& Machine Vision
14
 Market drivers and challenges
 Need for automation
 Lower costs
 Dedicated vs general purpose systems
 Key applications
 Quality inspection, measurement and alignment, label
inspection via OCR
 Programmable systems and self-guiding robots
Copyright © 2015 Tractica
$0
$1,000
$2,000
$3,000
$4,000
$5,000
$6,000
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
Computer Vision in Robotics
& Machine Vision
15
(Source: Tractica)
The market will reach $5.49 billion by 2019 from $1.52 billion in 2014 at
a CAGR of 29%
Computer Vision in Medical
16
 Market drivers and challenges
 Ease of extracting relevant information
 Usefulness of data
 Key applications
 CT, MRI, Ultrasound
 Dentistry
 Artery highlighting
 Augmented reality
Copyright © 2015 Tractica
$0
$200
$400
$600
$800
$1,000
$1,200
$1,400
$1,600
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
Computer Vision in Medical
17
(Source: Tractica)
The medical market will grow at a CAGR of 22.7% to $1.5 billion
by the year 2019.
Computer Vision in Sports & Entertainment
18
 Market drivers and challenges
 Powerful video effects for entertainment
 Play and strategy analysis
 Improved decisions
 On-field movement for better vision extraction
 Key applications
 Ball and puck tracking, virtual marker, 3D imaging
 Image stitching, warping, 3D effects are frequently used in
entertainment
 VR broadcast
Copyright © 2015 Tractica
$0
$200
$400
$600
$800
$1,000
$1,200
$1,400
$1,600
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
Computer Vision in Sports & Entertainment
19
(Source: Tractica)
The sports and entertainment market is expected to grow at a CAGR of
25.9% to $1.37 billion by 2019.
Computer Vision in Security & Surveillance
20
 Drivers and challenges
 Terrorism
 Law Enforcement
 Privacy
 Key applications
 Person tracking, behavior analysis
 Facial recognition
 Biometrics
 Video storage and analysis
 Drone based surveillence
Copyright © 2015 Tractica
Computer Vision in Security & Surveillance
21
$0
$200
$400
$600
$800
$1,000
$1,200
$1,400
$1,600
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
(Source: Tractica)
$0
$500
$1,000
$1,500
$2,000
$2,500
2014 2015 2016 2017 2018 2019
($Millions)
North America
Europe
Asia Pacific
Latin America
Middle East & Africa
The security and surveillance market is expected to reach $1.9 billion by 2019, growing
from $381 million in 2014 at a CAGR of 38.2%.
Conclusions
22
 Computer Vision is poised to take off
 Technology is maturing
 Market is ready
 Tractica believes key applications will emerge in VR, robotics
and automotive markets. Consumer will be the largest
application segment
 More value in hardware than software
 Tractica remains bullish and continues to follow developments
closely
Copyright © 2015 Tractica
Contact
anand.joshi@tractica.com
1111 Pearl Street, Suite 201
Boulder, CO 80302 USA
+1.303.248.3000
www.tractica.com

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"Computer Vision and Artificial Intelligence: Market Trends and Implications," a Presentation from Tractica

  • 1. Computer Vision Technologies and Markets December 9, 2015 ANAND JOSHI Senior Analyst
  • 2. About Tractica 2 Tractica is a market intelligence firm that focuses on human interaction with technology. The firm’s market research and consulting services provide industry participants and stakeholders with in- depth analysis of emerging technology trends, business issues, market drivers, and end-user demand dynamics across multiple application domains. Sector Focus • Computer Vision • Biometrics • Digital Health • Wearable Devices • Automation & Robotics Research Services • Research Reports • Research Subscriptions • Analyst Inquiry Sessions • Consulting Projects • Go-to-Market Services • End-User Surveys Copyright © 2015 Tractica
  • 3. Computer Vision Market 3 Computer vision refers to identification of objects via an image or video Copyright © 2015 Tractica
  • 4. Computer Vision - Technology  Computers are notoriously inadequate  Humans derive information based on context  Unknown solution to unknown problem  Deep learning technologies are emerging as front runner  100% accuracy still remains elusive  OCR, one of the oldest computer vision technology, is yet to exceed 99% accuracy  Device side vs server side processing  Embedded devices  GPUs and FPGAs 4
  • 5. Computer Vision Market  Six key application areas  Automotive, sports & entertainment, consumer & mobile, robotics & machine vision, medical, and security & surveillance  Devices (hardware) make up majority of market  Different business models  Software-as-a-service  Technology licensing  One time payment  Pay-as-you-go 5
  • 6. Key Market Trends  Fragmented. Startup dominated. Like a “rookie quarterback”  Ready for takeoff  “Killer apps” are eagerly awaited  Different drivers in different markets 6
  • 8. Computer Vision Market Forecast 8 (Source: Tractica) Computer Vision Revenue by Application Market, World Markets: 2014-2019  The total computer vision market is expected to grow from $5.7 billion in 2014 to $33.3 billion in 2019 at a CAGR of 42%. Copyright © 2015 Tractica $0 $5,000 $10,000 $15,000 $20,000 $25,000 $30,000 $35,000 2014 2015 2016 2017 2018 2019 Automotive Sports & Entertainment Consumer Robotics and Machine Vision Medical Security & Surveillance ($Millions)
  • 9. Computer Vision Hardware vs. Software 9 (Source: Tractica)  The computer vision market is driven by hardware, but software and services will be an increasing area of opportunity in the next few years. Copyright © 2015 Tractica $0 $5,000 $10,000 $15,000 $20,000 $25,000 $30,000 $35,000 2014 2015 2016 2017 2018 2019 Hardware Software and Services ($Millions) Computer Vision Revenue by Segment, World Markets: 2014-2019
  • 10. Computer Vision in Automotive  Key applications  Advanced driver assistance systems, obstacle detection systems, parking assist, driver alertness monitoring, lane departure warning…  Dominated by hardware  Ultimate vision: autonomous vehicles  Drivers and challenges  Regulations  Buzz generated by self driving cars  Liability issues  Human factors (do I really trust my car more than me?)  Security 10
  • 11. $0 $1,000 $2,000 $3,000 $4,000 $5,000 $6,000 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa Computer Vision in Automotive 11 (Source: Tractica) The market is expected to increase from $1.28 billion in 2014 to $5.5 billion in 2019 at a CAGR of 33.7%.
  • 12. Computer Vision in Consumer & Mobile 12  Market trends and challenges  Consumers want “cooler” devices and applications  VR is being expected to be a “killer app”  “Nice to have” vs. “must have”  Camera on smartphone being utilized for CV apps  Key applications  Gaming and gesture recognition  Smartphone and camera apps  VR and AR  OCR  Wearables with vision Copyright © 2015 Tractica
  • 13. $0 $2,000 $4,000 $6,000 $8,000 $10,000 $12,000 $14,000 $16,000 $18,000 $20,000 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa Computer Vision in Consumer & Mobile 13 (Source: Tractica) The consumer market is expected to grow at a CAGR of 61% to $17.5 billion by 2019
  • 14. Computer Vision in Robotics & Machine Vision 14  Market drivers and challenges  Need for automation  Lower costs  Dedicated vs general purpose systems  Key applications  Quality inspection, measurement and alignment, label inspection via OCR  Programmable systems and self-guiding robots Copyright © 2015 Tractica
  • 15. $0 $1,000 $2,000 $3,000 $4,000 $5,000 $6,000 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa Computer Vision in Robotics & Machine Vision 15 (Source: Tractica) The market will reach $5.49 billion by 2019 from $1.52 billion in 2014 at a CAGR of 29%
  • 16. Computer Vision in Medical 16  Market drivers and challenges  Ease of extracting relevant information  Usefulness of data  Key applications  CT, MRI, Ultrasound  Dentistry  Artery highlighting  Augmented reality Copyright © 2015 Tractica
  • 17. $0 $200 $400 $600 $800 $1,000 $1,200 $1,400 $1,600 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa Computer Vision in Medical 17 (Source: Tractica) The medical market will grow at a CAGR of 22.7% to $1.5 billion by the year 2019.
  • 18. Computer Vision in Sports & Entertainment 18  Market drivers and challenges  Powerful video effects for entertainment  Play and strategy analysis  Improved decisions  On-field movement for better vision extraction  Key applications  Ball and puck tracking, virtual marker, 3D imaging  Image stitching, warping, 3D effects are frequently used in entertainment  VR broadcast Copyright © 2015 Tractica
  • 19. $0 $200 $400 $600 $800 $1,000 $1,200 $1,400 $1,600 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa Computer Vision in Sports & Entertainment 19 (Source: Tractica) The sports and entertainment market is expected to grow at a CAGR of 25.9% to $1.37 billion by 2019.
  • 20. Computer Vision in Security & Surveillance 20  Drivers and challenges  Terrorism  Law Enforcement  Privacy  Key applications  Person tracking, behavior analysis  Facial recognition  Biometrics  Video storage and analysis  Drone based surveillence Copyright © 2015 Tractica
  • 21. Computer Vision in Security & Surveillance 21 $0 $200 $400 $600 $800 $1,000 $1,200 $1,400 $1,600 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa (Source: Tractica) $0 $500 $1,000 $1,500 $2,000 $2,500 2014 2015 2016 2017 2018 2019 ($Millions) North America Europe Asia Pacific Latin America Middle East & Africa The security and surveillance market is expected to reach $1.9 billion by 2019, growing from $381 million in 2014 at a CAGR of 38.2%.
  • 22. Conclusions 22  Computer Vision is poised to take off  Technology is maturing  Market is ready  Tractica believes key applications will emerge in VR, robotics and automotive markets. Consumer will be the largest application segment  More value in hardware than software  Tractica remains bullish and continues to follow developments closely Copyright © 2015 Tractica
  • 23. Contact anand.joshi@tractica.com 1111 Pearl Street, Suite 201 Boulder, CO 80302 USA +1.303.248.3000 www.tractica.com