SlideShare une entreprise Scribd logo
1  sur  23
Télécharger pour lire hors ligne
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

Contenu connexe

Tendances

Top Trends in Payments 2022
Top Trends in Payments 2022Top Trends in Payments 2022
Top Trends in Payments 2022
Capgemini
 
“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...
“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...
“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...
Edge AI and Vision Alliance
 

Tendances (20)

Customer Experience in Insurance: Insurer Strategies, Plans and Progress
Customer Experience in Insurance: Insurer Strategies, Plans and ProgressCustomer Experience in Insurance: Insurer Strategies, Plans and Progress
Customer Experience in Insurance: Insurer Strategies, Plans and Progress
 
Customer Experience Transformation In Insurance
Customer Experience Transformation In Insurance Customer Experience Transformation In Insurance
Customer Experience Transformation In Insurance
 
Backbase On-Demand Webinar: Banking 2025
Backbase On-Demand Webinar: Banking 2025Backbase On-Demand Webinar: Banking 2025
Backbase On-Demand Webinar: Banking 2025
 
Mind the-(ai)-gap : BCG study
Mind the-(ai)-gap : BCG studyMind the-(ai)-gap : BCG study
Mind the-(ai)-gap : BCG study
 
TDI Insurtech Innovation - dtac partnership 17052022.pdf
TDI Insurtech Innovation - dtac partnership 17052022.pdfTDI Insurtech Innovation - dtac partnership 17052022.pdf
TDI Insurtech Innovation - dtac partnership 17052022.pdf
 
Sekure - InsurTech Innovation Award 2022
Sekure - InsurTech Innovation Award 2022Sekure - InsurTech Innovation Award 2022
Sekure - InsurTech Innovation Award 2022
 
Automotive Technology Vision 2019
Automotive Technology Vision 2019Automotive Technology Vision 2019
Automotive Technology Vision 2019
 
Ai in insurance how to automate insurance claim processing with machine lear...
Ai in insurance  how to automate insurance claim processing with machine lear...Ai in insurance  how to automate insurance claim processing with machine lear...
Ai in insurance how to automate insurance claim processing with machine lear...
 
AIA Thailand (ALive, powered by AIA) - Insurer Innovation Award 2022
AIA Thailand (ALive, powered by AIA) - Insurer Innovation Award 2022AIA Thailand (ALive, powered by AIA) - Insurer Innovation Award 2022
AIA Thailand (ALive, powered by AIA) - Insurer Innovation Award 2022
 
Webinar : Embedded Insurance
Webinar : Embedded InsuranceWebinar : Embedded Insurance
Webinar : Embedded Insurance
 
DingoDot Pitch Deck for Investors
DingoDot Pitch Deck for InvestorsDingoDot Pitch Deck for Investors
DingoDot Pitch Deck for Investors
 
The Digital Insurer Award - FWD Takaful
The Digital Insurer Award - FWD TakafulThe Digital Insurer Award - FWD Takaful
The Digital Insurer Award - FWD Takaful
 
AIA Singapore - Insurer Innovation Award 2022
AIA Singapore - Insurer Innovation Award 2022AIA Singapore - Insurer Innovation Award 2022
AIA Singapore - Insurer Innovation Award 2022
 
Insurance claim management
Insurance claim managementInsurance claim management
Insurance claim management
 
Digital disruption in Finance
Digital disruption in FinanceDigital disruption in Finance
Digital disruption in Finance
 
Top Trends in Payments 2022
Top Trends in Payments 2022Top Trends in Payments 2022
Top Trends in Payments 2022
 
eBaoTech - InsurTech Innovation Award 2022
eBaoTech - InsurTech Innovation Award 2022eBaoTech - InsurTech Innovation Award 2022
eBaoTech - InsurTech Innovation Award 2022
 
AIA Group – Insurer Transformation Award 2023
AIA Group – Insurer Transformation Award 2023AIA Group – Insurer Transformation Award 2023
AIA Group – Insurer Transformation Award 2023
 
AIA Group – Insurer Innovation Award 2023
AIA Group – Insurer Innovation Award 2023AIA Group – Insurer Innovation Award 2023
AIA Group – Insurer Innovation Award 2023
 
“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...
“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...
“Responsible AI: Tools and Frameworks for Developing AI Solutions,” a Present...
 

En vedette

The future of medical device mfg executive brief
The future of medical device mfg executive briefThe future of medical device mfg executive brief
The future of medical device mfg executive brief
Patti Stoll
 

En vedette (7)

Making Sense of Drone Market Forecasts: 2016 and Beyond
Making Sense of Drone Market Forecasts: 2016 and BeyondMaking Sense of Drone Market Forecasts: 2016 and Beyond
Making Sense of Drone Market Forecasts: 2016 and Beyond
 
Drone Systems and Airframe Selection - Scope and Options
Drone Systems and Airframe Selection - Scope and OptionsDrone Systems and Airframe Selection - Scope and Options
Drone Systems and Airframe Selection - Scope and Options
 
The future of medical device mfg executive brief
The future of medical device mfg executive briefThe future of medical device mfg executive brief
The future of medical device mfg executive brief
 
Industrial Uses for Drones
Industrial Uses for DronesIndustrial Uses for Drones
Industrial Uses for Drones
 
2017 Drone Market Sector Report
2017 Drone Market Sector Report2017 Drone Market Sector Report
2017 Drone Market Sector Report
 
Drone Market Forecasts: Promises and Reality
Drone Market Forecasts: Promises and RealityDrone Market Forecasts: Promises and Reality
Drone Market Forecasts: Promises and Reality
 
Current State of the Drone Industry - Skylogic Research
Current State of the Drone Industry - Skylogic ResearchCurrent State of the Drone Industry - Skylogic Research
Current State of the Drone Industry - Skylogic Research
 

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

Similaire à "Computer Vision and Artificial Intelligence: Market Trends and Implications," a Presentation from Tractica (20)

Facial Recognition Technology Market Research Report
Facial Recognition Technology Market Research ReportFacial Recognition Technology Market Research Report
Facial Recognition Technology Market Research Report
 
Top Adopters of IoT in 2018 - An Infographic by RapidValue
Top Adopters of IoT in 2018 - An Infographic by RapidValueTop Adopters of IoT in 2018 - An Infographic by RapidValue
Top Adopters of IoT in 2018 - An Infographic by RapidValue
 
Top 8 IT Skills and Tech Skills In-Demand for 2022
 Top 8 IT Skills and Tech Skills In-Demand for 2022 Top 8 IT Skills and Tech Skills In-Demand for 2022
Top 8 IT Skills and Tech Skills In-Demand for 2022
 
Software Outsourcing Market Trends, Survey & Analysis
Software Outsourcing Market Trends, Survey & AnalysisSoftware Outsourcing Market Trends, Survey & Analysis
Software Outsourcing Market Trends, Survey & Analysis
 
UTILITY OF AI
UTILITY OF AIUTILITY OF AI
UTILITY OF AI
 
CES 2019 Tech Trends
CES 2019 Tech TrendsCES 2019 Tech Trends
CES 2019 Tech Trends
 
RMS Automotive E.N.G 2018 presentation
RMS Automotive E.N.G 2018 presentationRMS Automotive E.N.G 2018 presentation
RMS Automotive E.N.G 2018 presentation
 
Bill Barney's Key Note at the Wan Summit
Bill Barney's Key Note at the Wan Summit Bill Barney's Key Note at the Wan Summit
Bill Barney's Key Note at the Wan Summit
 
ICSA Ireland CPD event - Essential Eight Technologies
ICSA Ireland CPD event - Essential Eight TechnologiesICSA Ireland CPD event - Essential Eight Technologies
ICSA Ireland CPD event - Essential Eight Technologies
 
Top Technology Trends and Related Jobs
Top Technology Trends and Related JobsTop Technology Trends and Related Jobs
Top Technology Trends and Related Jobs
 
3 d machine vision
3 d machine vision3 d machine vision
3 d machine vision
 
IDC, the third platform and a security perspective Latam, Cisco Live 2014
IDC, the third platform and a security perspective Latam, Cisco Live 2014IDC, the third platform and a security perspective Latam, Cisco Live 2014
IDC, the third platform and a security perspective Latam, Cisco Live 2014
 
3 d machine vision market
3 d machine vision market3 d machine vision market
3 d machine vision market
 
Ces 2018 Trends to Watch
Ces 2018 Trends to WatchCes 2018 Trends to Watch
Ces 2018 Trends to Watch
 
ICT Outlook 2016
ICT Outlook 2016ICT Outlook 2016
ICT Outlook 2016
 
Teaching Session with Robin Joffe 2/2
Teaching Session with Robin Joffe 2/2Teaching Session with Robin Joffe 2/2
Teaching Session with Robin Joffe 2/2
 
EnliteUs Technologies
EnliteUs TechnologiesEnliteUs Technologies
EnliteUs Technologies
 
DXC Industrialized Analytics and AI - I2AI Marathon
DXC Industrialized Analytics and AI - I2AI MarathonDXC Industrialized Analytics and AI - I2AI Marathon
DXC Industrialized Analytics and AI - I2AI Marathon
 
AI and Big Data Analytics
AI and Big Data AnalyticsAI and Big Data Analytics
AI and Big Data Analytics
 
Enabling A Digital India
Enabling A Digital IndiaEnabling A Digital India
Enabling A Digital India
 

Plus de Edge AI and Vision Alliance

“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...
“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...
“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...
Edge AI and Vision Alliance
 
“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...
“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...
“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...
Edge AI and Vision Alliance
 
“Vision-language Representations for Robotics,” a Presentation from the Unive...
“Vision-language Representations for Robotics,” a Presentation from the Unive...“Vision-language Representations for Robotics,” a Presentation from the Unive...
“Vision-language Representations for Robotics,” a Presentation from the Unive...
Edge AI and Vision Alliance
 
“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...
“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...
“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...
Edge AI and Vision Alliance
 
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...
Edge AI and Vision Alliance
 
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...
Edge AI and Vision Alliance
 
“Updating the Edge ML Development Process,” a Presentation from Samsara
“Updating the Edge ML Development Process,” a Presentation from Samsara“Updating the Edge ML Development Process,” a Presentation from Samsara
“Updating the Edge ML Development Process,” a Presentation from Samsara
Edge AI and Vision Alliance
 
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...
Edge AI and Vision Alliance
 

Plus de Edge AI and Vision Alliance (20)

“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...
“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...
“Learning Compact DNN Models for Embedded Vision,” a Presentation from the Un...
 
“Introduction to Computer Vision with CNNs,” a Presentation from Mohammad Hag...
“Introduction to Computer Vision with CNNs,” a Presentation from Mohammad Hag...“Introduction to Computer Vision with CNNs,” a Presentation from Mohammad Hag...
“Introduction to Computer Vision with CNNs,” a Presentation from Mohammad Hag...
 
“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...
“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...
“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Pre...
 
“Building Accelerated GStreamer Applications for Video and Audio AI,” a Prese...
“Building Accelerated GStreamer Applications for Video and Audio AI,” a Prese...“Building Accelerated GStreamer Applications for Video and Audio AI,” a Prese...
“Building Accelerated GStreamer Applications for Video and Audio AI,” a Prese...
 
“Understanding, Selecting and Optimizing Object Detectors for Edge Applicatio...
“Understanding, Selecting and Optimizing Object Detectors for Edge Applicatio...“Understanding, Selecting and Optimizing Object Detectors for Edge Applicatio...
“Understanding, Selecting and Optimizing Object Detectors for Edge Applicatio...
 
“Introduction to Modern LiDAR for Machine Perception,” a Presentation from th...
“Introduction to Modern LiDAR for Machine Perception,” a Presentation from th...“Introduction to Modern LiDAR for Machine Perception,” a Presentation from th...
“Introduction to Modern LiDAR for Machine Perception,” a Presentation from th...
 
“Vision-language Representations for Robotics,” a Presentation from the Unive...
“Vision-language Representations for Robotics,” a Presentation from the Unive...“Vision-language Representations for Robotics,” a Presentation from the Unive...
“Vision-language Representations for Robotics,” a Presentation from the Unive...
 
“ADAS and AV Sensors: What’s Winning and Why?,” a Presentation from TechInsights
“ADAS and AV Sensors: What’s Winning and Why?,” a Presentation from TechInsights“ADAS and AV Sensors: What’s Winning and Why?,” a Presentation from TechInsights
“ADAS and AV Sensors: What’s Winning and Why?,” a Presentation from TechInsights
 
“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...
“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...
“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentati...
 
“Detecting Data Drift in Image Classification Neural Networks,” a Presentatio...
“Detecting Data Drift in Image Classification Neural Networks,” a Presentatio...“Detecting Data Drift in Image Classification Neural Networks,” a Presentatio...
“Detecting Data Drift in Image Classification Neural Networks,” a Presentatio...
 
“Deep Neural Network Training: Diagnosing Problems and Implementing Solutions...
“Deep Neural Network Training: Diagnosing Problems and Implementing Solutions...“Deep Neural Network Training: Diagnosing Problems and Implementing Solutions...
“Deep Neural Network Training: Diagnosing Problems and Implementing Solutions...
 
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepr...
 
“A Computer Vision System for Autonomous Satellite Maneuvering,” a Presentati...
“A Computer Vision System for Autonomous Satellite Maneuvering,” a Presentati...“A Computer Vision System for Autonomous Satellite Maneuvering,” a Presentati...
“A Computer Vision System for Autonomous Satellite Maneuvering,” a Presentati...
 
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentatio...
 
“Sensor Fusion Techniques for Accurate Perception of Objects in the Environme...
“Sensor Fusion Techniques for Accurate Perception of Objects in the Environme...“Sensor Fusion Techniques for Accurate Perception of Objects in the Environme...
“Sensor Fusion Techniques for Accurate Perception of Objects in the Environme...
 
“Updating the Edge ML Development Process,” a Presentation from Samsara
“Updating the Edge ML Development Process,” a Presentation from Samsara“Updating the Edge ML Development Process,” a Presentation from Samsara
“Updating the Edge ML Development Process,” a Presentation from Samsara
 
“Combating Bias in Production Computer Vision Systems,” a Presentation from R...
“Combating Bias in Production Computer Vision Systems,” a Presentation from R...“Combating Bias in Production Computer Vision Systems,” a Presentation from R...
“Combating Bias in Production Computer Vision Systems,” a Presentation from R...
 
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation fro...
 
“Navigating the Evolving Venture Capital Landscape for Edge AI Start-ups,” a ...
“Navigating the Evolving Venture Capital Landscape for Edge AI Start-ups,” a ...“Navigating the Evolving Venture Capital Landscape for Edge AI Start-ups,” a ...
“Navigating the Evolving Venture Capital Landscape for Edge AI Start-ups,” a ...
 
“Advanced Presence Sensing: What It Means for the Smart Home,” a Presentation...
“Advanced Presence Sensing: What It Means for the Smart Home,” a Presentation...“Advanced Presence Sensing: What It Means for the Smart Home,” a Presentation...
“Advanced Presence Sensing: What It Means for the Smart Home,” a Presentation...
 

Dernier

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 

Dernier (20)

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 

"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