SlideShare a Scribd company logo
1 of 29
Download to read offline
A View from the Summit
(Part 1)
Jeff Bier
Founder, Edge AI and Vision Alliance
President, BDTI
May 23, 2023
Solving Real-World Problems at Scale
2
© 2023 Edge AI and Vision Alliance
Peloton
Sportologiq John Deere
NXP Tryolabs
Tryolabs
Alliance Member Companies
3
© 2023 Edge AI and Vision Alliance
• Awareness of new technologies,
techniques and capabilities
• Building skills and know-how
• Connections to colleagues,
suppliers, open source projects,
standards and other resources
Inspire and Empower Product Creators
4
© 2023 Edge AI and Vision Alliance
5
© 2023 Edge AI and Vision Alliance
For Product Developers
www.edge-ai-vision.com
• Insights into trends in markets,
technologies, applications and
standards
• Connections with customers,
suppliers and ecosystem partners
• Becoming visible as thought leaders
Enable Companies to Succeed
6
© 2023 Edge AI and Vision Alliance
Enable Companies to Succeed
7
© 2023 Edge AI and Vision Alliance
Visit membership.edge-ai-vision.com
See us at booth #402
Application Trends
8
Nauto
Samsara
Android
Central
(
Roborock
)
Hayden.ai
© 2023 Edge AI and Vision Alliance
Zipline Drone Delivery
9
© 2023 Edge AI and Vision Alliance
https://youtu.be/DOWDNBu9DkU and
https://youtu.be/__lhaW_yizk
Zipline
Key Technology Trends
10
© 2023 Edge AI and Vision Alliance
Tom
Michiels,
Synopsys
Key Technology Trends
11
© 2023 Edge AI and Vision Alliance
Tom
Michiels,
Synopsys
Robert
Laganière,
Sensor
Cortek
/
Univ.
of
Ottawa
Key Technology Trends
12
© 2023 Edge AI and Vision Alliance
Tom
Michiels,
Synopsys
Robert
Laganière,
Sensor
Cortek
/
Univ.
of
Ottawa
Dinesh
Jayaraman,
Univ.
of
Pennsylvania
Key Technology Trends
13
© 2023 Edge AI and Vision Alliance
Tom
Michiels,
Synopsys
Robert
Laganière,
Sensor
Cortek
/
Univ.
of
Ottawa
Dinesh
Jayaraman,
Univ.
of
Pennsylvania
Stablediffusionweb.com
Roland Memisevic
Qualcomm AI Research
Vivek Pradeep
Microsoft
Steve Teig
Perceive
Sally Ward-Foxton
EE Times
Panel on Generative AI:
How Will It Impact Edge Applications and
Machine Perception?
Greg Kostello
Huma.AI
Wednesday, 9:30 am
How is Your Neural Network Deployed?
Source: Edge AI and Vision Alliance, Computer Vision Developer Survey, November 2022
© 2023 Edge AI and Vision Alliance 15
57%
33%
37%
13%
72%
16%
24%
20%
4%
79%
36%
29%
18%
75%
45%
35%
20%
52%
43%
35%
9%
4%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Deployed in the same
embedded device as the
sensor
Deployed in a network node--
a device that is NOT part of a
datacenter
Deployed in a data center Deployed in a mobile device
such as mobile phone or
tablet
Other
Automotive Consumer Industrial Robotics Security/Surveillance
Most Challenging Product Development
Aspects
Source: Edge AI and Vision Alliance, Computer Vision Developer Survey, November 2022
* New answer option in 2022
2%
12%
14%
18%
19%
21%
24%
26%
29%
31%
34%
34%
37%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Other
Training people to gain the necessary skills*
Software integration
Hardware design
Identifying the right hardware platform for…
Identifying the right product capabilities to…
Product testing/validation
Dataset sourcing
Hiring people with the necessary skills*
Algorithm design
Dataset curation
Dataset annotation
Algorithm implementation/optimization
% of respondents who
selected named category as one
of their top three challenges
16
Source: Edge AI and Vision Alliance, Computer Vision Developer Survey, November 2022
36%
48%
53%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
People-related
Dataset-related
Algorithm-related
Most Challenging Product Development
Aspects (Consolidated)
% of respondents who
selected one or more of
the answer options in the
named category as one
of their top three challenges
© 2023 Edge AI and Vision Alliance
17
Lokwon Kim
DEEPX
Jason Lavene
Keurig Dr Pepper
Pete Warden
Useful Sensors
Jeff Bier
Edge AI and
Vision Alliance
Panel:
Accelerating the Era of AI Everywhere
Dean Kamen
DEKA Research &
Development
Sponsored by:
graphical overview of the Tuesday agenda
9:00 -
11:10 am
INTRODUCTION, KEYNOTE and GENERAL SESSION
11:10 - 11:25 am Break
11:25 -
12:30 pm
Technical
Insights 1
Technical
Insights 2
Fundamentals Business
Insights
12:30 - 1:30 pm Lunch - Expo Hall 12:30 -
7:30 pm
Technology
Exhibits
Expo Hall
1:30 -
3:10 pm
Enabling
Technologies 1
Enabling
Technologies 2
3:10 - 4:15 pm Break
4:15 -
5:55 pm
Enabling
Technologies 3
6:00 -
7:30 pm
Tuesday Schedule
6:00 - 6:30 pm Edge AI and Vision Product
of the Year Awards: Expo Hall ET-3
6:30 - 7:30 pm Women in Vision
Reception: Expo Hall ET-1
6:00 - 7:30 pm Technology Exhibits
Reception: Expo Hall
Facility Map
21
© 2023 Edge AI and Vision Alliance
Upstairs
Ground Level
Facility Map
22
© 2023 Edge AI and Vision Alliance
Upstairs
Ground Level
Speaker Office Hours (in the Speaker Square)
Tuesday
1:30 pm: Kristen Grauman
University of Texas at Austin /
Facebook AI Research
First-person video and
multimodal perception
2:30 pm: Susan Kennedy
Santa Clara University
Bias and ethics
3:30 pm: Pete Warden
Useful Sensors
Enabling edge AI everywhere
4:30 pm: Todd Poole
HPE Pathfinder
Venture capital
Wednesday
Greg Kostello
Huma.AI
Roland Memisivic
Qualcomm AI Research
Vivek Pradeep
Microsoft
Steve Teig
Perceive
Generative AI
11:30 am: Alex Thaman
Red Cell Partners
Bias in computer vision
systems
2:30 pm: Jason Lavene
Keurig Dr Pepper
Developing low-cost vision
systems
1:30 pm: Chris Rowen
Cisco
Machine learning for video
3:30 pm: Ian Riches
TechInsights
Automotive markets and
technologies
(All at 10:30 am)
23
Download Our App and Get the Full Summit
Agenda on Your Phone!
For login details, check your email from
noreply@event.embeddedvisionsummit.com
Questions? Need login help?
Visit Registration.
Turn on notifications to receive important reminders.
© 2023 Edge AI and Vision Alliance 24
Check Out the Exhibits!
© 2023 Edge AI and Vision Alliance 25
Women in Vision Reception
Please fill out your Embedded Vision
Summit survey!
Completed surveys will be entered into a drawing for one of three
$100 Amazon gift cards.
© 2023 Edge AI and Vision Alliance 27
Frontiers in Perceptual AI: First-Person Video and Multimodal Perception
Kristen Grauman
Professor, University of Texas at Austin and
Research Director, Facebook AI Research
Keynote Speaker
28
© 2023 Edge AI and Vision Alliance
Keynote Speaker
29
© 2023 Edge AI and Vision Alliance
Frontiers in Perceptual AI: First-Person Video and Multimodal Perception
Kristen Grauman
Professor, University of Texas at Austin and
Research Director, Facebook AI Research
Panel:
Accelerating the Era of AI Everywhere
Dean Kamen
DEKA Research &
Development Lokwon Kim
DEEPX
Jason Lavene
Keurig Dr Pepper
Pete Warden
Useful Sensors
Jeff Bier
Edge AI and
Vision Alliance
Sponsored by:

More Related Content

Similar to May 2023 Embedded Vision Summit Opening Remarks (May 23)

Internet of Things (IoT) Outlook Survey
Internet of Things (IoT) Outlook SurveyInternet of Things (IoT) Outlook Survey
Internet of Things (IoT) Outlook SurveyJohn Clark
 
Juarez Barbosa Junior - Microsoft - OSL19
Juarez Barbosa Junior - Microsoft - OSL19Juarez Barbosa Junior - Microsoft - OSL19
Juarez Barbosa Junior - Microsoft - OSL19marketingsyone
 
The Tipping Point: How Virtual Experiences Are Transforming Global Industries
The Tipping Point: How Virtual Experiences Are Transforming Global IndustriesThe Tipping Point: How Virtual Experiences Are Transforming Global Industries
The Tipping Point: How Virtual Experiences Are Transforming Global IndustriesUnity Technologies
 
Bluetooth-World-2015-Delegate-Brochure
Bluetooth-World-2015-Delegate-BrochureBluetooth-World-2015-Delegate-Brochure
Bluetooth-World-2015-Delegate-BrochureRoland Labana
 
May 2016 Embedded Vision Summit Introductory Presentation (Day 2)
May 2016 Embedded Vision Summit Introductory Presentation (Day 2)May 2016 Embedded Vision Summit Introductory Presentation (Day 2)
May 2016 Embedded Vision Summit Introductory Presentation (Day 2)Edge AI and Vision Alliance
 
Track 4 session 6 - st dev con 2016 - samsung artik
Track 4   session 6 - st dev con 2016 - samsung artikTrack 4   session 6 - st dev con 2016 - samsung artik
Track 4 session 6 - st dev con 2016 - samsung artikST_World
 
Embedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media KitEmbedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media KitOpenSystems Media
 
The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...
The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...
The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...Juarez Junior
 
Embedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media KitEmbedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media KitEmbedded Computing
 
Submit Your Research Papers - International Conference on AI, Data Mining and...
Submit Your Research Papers - International Conference on AI, Data Mining and...Submit Your Research Papers - International Conference on AI, Data Mining and...
Submit Your Research Papers - International Conference on AI, Data Mining and...ijistjournal
 
IoT Developer Survey 2017
IoT Developer Survey 2017IoT Developer Survey 2017
IoT Developer Survey 2017Ian Skerrett
 
POV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A PrespectivePOV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A PrespectiveSanjay Talukdar
 
Infrastructure that can stand the test of time | Accenture
Infrastructure that can stand the test of time | AccentureInfrastructure that can stand the test of time | Accenture
Infrastructure that can stand the test of time | Accentureaccenture
 
brown_eac.ppt
brown_eac.pptbrown_eac.ppt
brown_eac.pptpkumars
 
IoT World Forum Press Conference - 10.14.2014
IoT World Forum Press Conference - 10.14.2014IoT World Forum Press Conference - 10.14.2014
IoT World Forum Press Conference - 10.14.2014Bessie Wang
 
Code, Test, Deploy The Essentials of Streamlined Application Development
Code, Test, Deploy The Essentials of Streamlined Application DevelopmentCode, Test, Deploy The Essentials of Streamlined Application Development
Code, Test, Deploy The Essentials of Streamlined Application DevelopmentBitCot
 
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxAnalytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxamrit47
 
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxAnalytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxjack60216
 
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxAnalytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxSHIVA101531
 

Similar to May 2023 Embedded Vision Summit Opening Remarks (May 23) (20)

Internet of Things (IoT) Outlook Survey
Internet of Things (IoT) Outlook SurveyInternet of Things (IoT) Outlook Survey
Internet of Things (IoT) Outlook Survey
 
Juarez Barbosa Junior - Microsoft - OSL19
Juarez Barbosa Junior - Microsoft - OSL19Juarez Barbosa Junior - Microsoft - OSL19
Juarez Barbosa Junior - Microsoft - OSL19
 
The Tipping Point: How Virtual Experiences Are Transforming Global Industries
The Tipping Point: How Virtual Experiences Are Transforming Global IndustriesThe Tipping Point: How Virtual Experiences Are Transforming Global Industries
The Tipping Point: How Virtual Experiences Are Transforming Global Industries
 
Bluetooth-World-2015-Delegate-Brochure
Bluetooth-World-2015-Delegate-BrochureBluetooth-World-2015-Delegate-Brochure
Bluetooth-World-2015-Delegate-Brochure
 
May 2016 Embedded Vision Summit Introductory Presentation (Day 2)
May 2016 Embedded Vision Summit Introductory Presentation (Day 2)May 2016 Embedded Vision Summit Introductory Presentation (Day 2)
May 2016 Embedded Vision Summit Introductory Presentation (Day 2)
 
Track 4 session 6 - st dev con 2016 - samsung artik
Track 4   session 6 - st dev con 2016 - samsung artikTrack 4   session 6 - st dev con 2016 - samsung artik
Track 4 session 6 - st dev con 2016 - samsung artik
 
Embedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media KitEmbedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media Kit
 
The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...
The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...
The Trinity in Exponential Technologies: Open Source, Blockchain and Microsof...
 
STS Platform
STS PlatformSTS Platform
STS Platform
 
Embedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media KitEmbedded Computing Design 2015 Media Kit
Embedded Computing Design 2015 Media Kit
 
Submit Your Research Papers - International Conference on AI, Data Mining and...
Submit Your Research Papers - International Conference on AI, Data Mining and...Submit Your Research Papers - International Conference on AI, Data Mining and...
Submit Your Research Papers - International Conference on AI, Data Mining and...
 
IoT Developer Survey 2017
IoT Developer Survey 2017IoT Developer Survey 2017
IoT Developer Survey 2017
 
POV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A PrespectivePOV: Industry 4.0 and M&A Prespective
POV: Industry 4.0 and M&A Prespective
 
Infrastructure that can stand the test of time | Accenture
Infrastructure that can stand the test of time | AccentureInfrastructure that can stand the test of time | Accenture
Infrastructure that can stand the test of time | Accenture
 
brown_eac.ppt
brown_eac.pptbrown_eac.ppt
brown_eac.ppt
 
IoT World Forum Press Conference - 10.14.2014
IoT World Forum Press Conference - 10.14.2014IoT World Forum Press Conference - 10.14.2014
IoT World Forum Press Conference - 10.14.2014
 
Code, Test, Deploy The Essentials of Streamlined Application Development
Code, Test, Deploy The Essentials of Streamlined Application DevelopmentCode, Test, Deploy The Essentials of Streamlined Application Development
Code, Test, Deploy The Essentials of Streamlined Application Development
 
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxAnalytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
 
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxAnalytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
 
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docxAnalytics, Data Science, and Artificial Intelligence, 11th Editi.docx
Analytics, Data Science, and Artificial Intelligence, 11th Editi.docx
 

More from 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
 
“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...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
 
“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...Edge AI and Vision Alliance
 
“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...Edge AI and Vision Alliance
 
“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...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
 
“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 TechInsightsEdge 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
 
“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...Edge AI and Vision Alliance
 
“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...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
 
“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...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
 
“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...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 SamsaraEdge AI and Vision Alliance
 
“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...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
 
“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 ...Edge AI and Vision Alliance
 
“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...Edge AI and Vision Alliance
 

More from 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...
 

Recently uploaded

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDGMarianaLemus7
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 

Recently uploaded (20)

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDG
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 

May 2023 Embedded Vision Summit Opening Remarks (May 23)

  • 1. A View from the Summit (Part 1) Jeff Bier Founder, Edge AI and Vision Alliance President, BDTI May 23, 2023
  • 2. Solving Real-World Problems at Scale 2 © 2023 Edge AI and Vision Alliance Peloton Sportologiq John Deere NXP Tryolabs Tryolabs
  • 3. Alliance Member Companies 3 © 2023 Edge AI and Vision Alliance
  • 4. • Awareness of new technologies, techniques and capabilities • Building skills and know-how • Connections to colleagues, suppliers, open source projects, standards and other resources Inspire and Empower Product Creators 4 © 2023 Edge AI and Vision Alliance
  • 5. 5 © 2023 Edge AI and Vision Alliance For Product Developers www.edge-ai-vision.com
  • 6. • Insights into trends in markets, technologies, applications and standards • Connections with customers, suppliers and ecosystem partners • Becoming visible as thought leaders Enable Companies to Succeed 6 © 2023 Edge AI and Vision Alliance
  • 7. Enable Companies to Succeed 7 © 2023 Edge AI and Vision Alliance Visit membership.edge-ai-vision.com See us at booth #402
  • 9. Zipline Drone Delivery 9 © 2023 Edge AI and Vision Alliance https://youtu.be/DOWDNBu9DkU and https://youtu.be/__lhaW_yizk Zipline
  • 10. Key Technology Trends 10 © 2023 Edge AI and Vision Alliance Tom Michiels, Synopsys
  • 11. Key Technology Trends 11 © 2023 Edge AI and Vision Alliance Tom Michiels, Synopsys Robert Laganière, Sensor Cortek / Univ. of Ottawa
  • 12. Key Technology Trends 12 © 2023 Edge AI and Vision Alliance Tom Michiels, Synopsys Robert Laganière, Sensor Cortek / Univ. of Ottawa Dinesh Jayaraman, Univ. of Pennsylvania
  • 13. Key Technology Trends 13 © 2023 Edge AI and Vision Alliance Tom Michiels, Synopsys Robert Laganière, Sensor Cortek / Univ. of Ottawa Dinesh Jayaraman, Univ. of Pennsylvania Stablediffusionweb.com
  • 14. Roland Memisevic Qualcomm AI Research Vivek Pradeep Microsoft Steve Teig Perceive Sally Ward-Foxton EE Times Panel on Generative AI: How Will It Impact Edge Applications and Machine Perception? Greg Kostello Huma.AI Wednesday, 9:30 am
  • 15. How is Your Neural Network Deployed? Source: Edge AI and Vision Alliance, Computer Vision Developer Survey, November 2022 © 2023 Edge AI and Vision Alliance 15 57% 33% 37% 13% 72% 16% 24% 20% 4% 79% 36% 29% 18% 75% 45% 35% 20% 52% 43% 35% 9% 4% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Deployed in the same embedded device as the sensor Deployed in a network node-- a device that is NOT part of a datacenter Deployed in a data center Deployed in a mobile device such as mobile phone or tablet Other Automotive Consumer Industrial Robotics Security/Surveillance
  • 16. Most Challenging Product Development Aspects Source: Edge AI and Vision Alliance, Computer Vision Developer Survey, November 2022 * New answer option in 2022 2% 12% 14% 18% 19% 21% 24% 26% 29% 31% 34% 34% 37% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Other Training people to gain the necessary skills* Software integration Hardware design Identifying the right hardware platform for… Identifying the right product capabilities to… Product testing/validation Dataset sourcing Hiring people with the necessary skills* Algorithm design Dataset curation Dataset annotation Algorithm implementation/optimization % of respondents who selected named category as one of their top three challenges 16
  • 17. Source: Edge AI and Vision Alliance, Computer Vision Developer Survey, November 2022 36% 48% 53% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% People-related Dataset-related Algorithm-related Most Challenging Product Development Aspects (Consolidated) % of respondents who selected one or more of the answer options in the named category as one of their top three challenges © 2023 Edge AI and Vision Alliance 17
  • 18. Lokwon Kim DEEPX Jason Lavene Keurig Dr Pepper Pete Warden Useful Sensors Jeff Bier Edge AI and Vision Alliance Panel: Accelerating the Era of AI Everywhere Dean Kamen DEKA Research & Development Sponsored by:
  • 19. graphical overview of the Tuesday agenda 9:00 - 11:10 am INTRODUCTION, KEYNOTE and GENERAL SESSION 11:10 - 11:25 am Break 11:25 - 12:30 pm Technical Insights 1 Technical Insights 2 Fundamentals Business Insights 12:30 - 1:30 pm Lunch - Expo Hall 12:30 - 7:30 pm Technology Exhibits Expo Hall 1:30 - 3:10 pm Enabling Technologies 1 Enabling Technologies 2 3:10 - 4:15 pm Break 4:15 - 5:55 pm Enabling Technologies 3 6:00 - 7:30 pm Tuesday Schedule 6:00 - 6:30 pm Edge AI and Vision Product of the Year Awards: Expo Hall ET-3 6:30 - 7:30 pm Women in Vision Reception: Expo Hall ET-1 6:00 - 7:30 pm Technology Exhibits Reception: Expo Hall
  • 20. Facility Map 21 © 2023 Edge AI and Vision Alliance Upstairs Ground Level
  • 21. Facility Map 22 © 2023 Edge AI and Vision Alliance Upstairs Ground Level
  • 22. Speaker Office Hours (in the Speaker Square) Tuesday 1:30 pm: Kristen Grauman University of Texas at Austin / Facebook AI Research First-person video and multimodal perception 2:30 pm: Susan Kennedy Santa Clara University Bias and ethics 3:30 pm: Pete Warden Useful Sensors Enabling edge AI everywhere 4:30 pm: Todd Poole HPE Pathfinder Venture capital Wednesday Greg Kostello Huma.AI Roland Memisivic Qualcomm AI Research Vivek Pradeep Microsoft Steve Teig Perceive Generative AI 11:30 am: Alex Thaman Red Cell Partners Bias in computer vision systems 2:30 pm: Jason Lavene Keurig Dr Pepper Developing low-cost vision systems 1:30 pm: Chris Rowen Cisco Machine learning for video 3:30 pm: Ian Riches TechInsights Automotive markets and technologies (All at 10:30 am) 23
  • 23. Download Our App and Get the Full Summit Agenda on Your Phone! For login details, check your email from noreply@event.embeddedvisionsummit.com Questions? Need login help? Visit Registration. Turn on notifications to receive important reminders. © 2023 Edge AI and Vision Alliance 24
  • 24. Check Out the Exhibits! © 2023 Edge AI and Vision Alliance 25
  • 25. Women in Vision Reception
  • 26. Please fill out your Embedded Vision Summit survey! Completed surveys will be entered into a drawing for one of three $100 Amazon gift cards. © 2023 Edge AI and Vision Alliance 27
  • 27. Frontiers in Perceptual AI: First-Person Video and Multimodal Perception Kristen Grauman Professor, University of Texas at Austin and Research Director, Facebook AI Research Keynote Speaker 28 © 2023 Edge AI and Vision Alliance
  • 28. Keynote Speaker 29 © 2023 Edge AI and Vision Alliance Frontiers in Perceptual AI: First-Person Video and Multimodal Perception Kristen Grauman Professor, University of Texas at Austin and Research Director, Facebook AI Research
  • 29. Panel: Accelerating the Era of AI Everywhere Dean Kamen DEKA Research & Development Lokwon Kim DEEPX Jason Lavene Keurig Dr Pepper Pete Warden Useful Sensors Jeff Bier Edge AI and Vision Alliance Sponsored by: