SlideShare uma empresa Scribd logo
1 de 21
Baixar para ler offline
AI/ML +
A11Y for
GAAD20
Artificial Intelligence and Accessibility for
Global Accessibility Awareness Day 2020
Ted Drake, Intuit Global Accessibility Leader
Hello A11y, May 21 2020
Today’s agenda
Machine Learning vs. Artificial
Intelligence
Recent evolution
Where do we go from here
Key Trends in AI for Accessibility
Machine Learning and Artificial Intelligence
Machine Learning
Computer learns from exploring data,
discovering connections, and solving a problem.
Artificial Intelligence
Computer takes initiative to do something based
on what it has learned.
Car learns how to analyze
risks in an intersection
Car takes corrective actions
to avoid an accident.
A.I. is not special
Anyone can work on A.I.
WikiData: structured data for learning
Build a deep learning computer for $450
Android and iOS process AI on device
Nvidia Jetson Nano - $99
AWS and Google Cloud - Powerful Options
Where do we go from here?
Make it Simple
Apple Watch Detection
QuickBooks Mileage Tracking
QuickBooks Mobile app creates mileage reports
Simply give it location permission
It tracks start, finish, mileage, and expense
deduction.
Driver or Passenger
Average users finds 37%
more expense deductions
Make it Work
Seeing AI by Microsoft
Object detection
Barcode Scanner
Recognize friends
Currency Identifier
Intelligently guides user to
rotate object to find the
barcode.
Safe Exit for All
Emergency exit navigation
Dynamically adjust for danger
zones
Customized for disabilities, such
as mobility or vision
Make it Affordable
Detecting Dyslexia and Autism
Dytective uses mobile games
to detect risk of having
dyslexia
Autism detection based on
eye movement sequences
Affordable diagnosis
Early treatments
Satya Panda - Dr.Bindu Sravani Nayak
Independent Developers
Open Source Machine Learning Libraries
Affordable Data Servers
Dental diagnosis and treatment project
created in collaboration with 2 dentists
Significantly reduce the costs of diagnosis
Differentiate between similar symptoms and
treatments
Make it for Everyone
QuickBooks Capital
Unconscious Bias - Significant barrier to small
business funding
QuickBooks Capital analyzes 26 billion
transactions and data points
Loans are given based on a business’s ability to
repay
60% of customers say they didn’t
qualify for loans before QuickBooks
Capital
Android Live Transcribe
Speech to Text live captioning in 70
languages
Auto-correct based on context
Sound alerts
Open Source
On device neural network -
reduces network connectivity
requirement
Make it Awesome
Indoor Navigation via computer vision
Smith-Kettlewell Institute:
Computer vision, landmarks,
inertia, and 2-d Map
Clew: Path Tracing - Someone
guides you to a location, the
phone brings you back
Voice Recognition for everyone
Mozilla’s Common Voice:
Giant data set of voice recordings
from all accents, languages, and
speech ability
VoiceITT and Google’s Project
Euphonia
Designed to understand dysarthria
speech
Learn More
Web4All Conference:
Accessibility Research Co-located with
The Web Conference
Assets:
International ACM SIGACCESS
Conference on Computers and
Accessibility
Microsoft:
AI For Accessibility
Twitter: @Ted_Drake
Email: Ted_Drake@intuit.com

Mais conteúdo relacionado

Mais procurados

Inception Awards: The Top Six AI Startups Changing The World
Inception Awards: The Top Six AI Startups Changing The WorldInception Awards: The Top Six AI Startups Changing The World
Inception Awards: The Top Six AI Startups Changing The WorldNVIDIA
 
Smart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoTSmart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoTMd Jobair Hossain Faruk
 
Conversational AI versus AI Data Science
Conversational AI versus AI Data ScienceConversational AI versus AI Data Science
Conversational AI versus AI Data ScienceRazorthink
 
AI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar DeckAI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar DeckThe Digital Insurer
 
How AI Is Accelerating Retail Transformation
How AI Is Accelerating Retail TransformationHow AI Is Accelerating Retail Transformation
How AI Is Accelerating Retail TransformationNVIDIA
 
Ai for life sciences - are we ready
Ai for life sciences  - are we readyAi for life sciences  - are we ready
Ai for life sciences - are we readyJack C Crawford
 
Rise of Artificial Intelligence in Insurance
Rise of Artificial Intelligence in InsuranceRise of Artificial Intelligence in Insurance
Rise of Artificial Intelligence in InsuranceAnandSRao1962
 
AI in the Financial Services Industry
AI in the Financial Services IndustryAI in the Financial Services Industry
AI in the Financial Services IndustryAlison B. Lowndes
 
HPC Top 5 Stories: March 22, 2017
HPC Top 5 Stories: March 22, 2017HPC Top 5 Stories: March 22, 2017
HPC Top 5 Stories: March 22, 2017NVIDIA
 
9/16 Top 5 Deep Learning
9/16 Top 5 Deep Learning9/16 Top 5 Deep Learning
9/16 Top 5 Deep LearningNVIDIA
 
Exploring the Momentum: The Intersection of AI and HPC
Exploring the Momentum: The Intersection of AI and HPCExploring the Momentum: The Intersection of AI and HPC
Exploring the Momentum: The Intersection of AI and HPCNVIDIA
 
AI Developments and Trends (OECD)
AI Developments and Trends (OECD)AI Developments and Trends (OECD)
AI Developments and Trends (OECD)AnandSRao1962
 
7/27/16 Deep Learning Top 5
7/27/16 Deep Learning Top 57/27/16 Deep Learning Top 5
7/27/16 Deep Learning Top 5NVIDIA
 
Artificial Intelligence (AI) for Financial Services
Artificial Intelligence (AI) for Financial Services Artificial Intelligence (AI) for Financial Services
Artificial Intelligence (AI) for Financial Services NVIDIA
 
AI A4 Flyer Pages
AI A4 Flyer PagesAI A4 Flyer Pages
AI A4 Flyer PagesMac Walker
 
Augmenting human intelligence for future of work is the next disruptive innov...
Augmenting human intelligence for future of work is the next disruptive innov...Augmenting human intelligence for future of work is the next disruptive innov...
Augmenting human intelligence for future of work is the next disruptive innov...Steve Ardire
 
Top 5 AI and Deep Learning Stories 5/24
Top 5 AI and Deep Learning Stories 5/24Top 5 AI and Deep Learning Stories 5/24
Top 5 AI and Deep Learning Stories 5/24NVIDIA
 

Mais procurados (20)

Inception Awards: The Top Six AI Startups Changing The World
Inception Awards: The Top Six AI Startups Changing The WorldInception Awards: The Top Six AI Startups Changing The World
Inception Awards: The Top Six AI Startups Changing The World
 
Smart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoTSmart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoT
 
Conversational AI versus AI Data Science
Conversational AI versus AI Data ScienceConversational AI versus AI Data Science
Conversational AI versus AI Data Science
 
AI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar DeckAI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar Deck
 
How AI Is Accelerating Retail Transformation
How AI Is Accelerating Retail TransformationHow AI Is Accelerating Retail Transformation
How AI Is Accelerating Retail Transformation
 
Ai for life sciences - are we ready
Ai for life sciences  - are we readyAi for life sciences  - are we ready
Ai for life sciences - are we ready
 
Rise of Artificial Intelligence in Insurance
Rise of Artificial Intelligence in InsuranceRise of Artificial Intelligence in Insurance
Rise of Artificial Intelligence in Insurance
 
AI in the Financial Services Industry
AI in the Financial Services IndustryAI in the Financial Services Industry
AI in the Financial Services Industry
 
HPC Top 5 Stories: March 22, 2017
HPC Top 5 Stories: March 22, 2017HPC Top 5 Stories: March 22, 2017
HPC Top 5 Stories: March 22, 2017
 
9/16 Top 5 Deep Learning
9/16 Top 5 Deep Learning9/16 Top 5 Deep Learning
9/16 Top 5 Deep Learning
 
Exploring the Momentum: The Intersection of AI and HPC
Exploring the Momentum: The Intersection of AI and HPCExploring the Momentum: The Intersection of AI and HPC
Exploring the Momentum: The Intersection of AI and HPC
 
AI Developments and Trends (OECD)
AI Developments and Trends (OECD)AI Developments and Trends (OECD)
AI Developments and Trends (OECD)
 
7/27/16 Deep Learning Top 5
7/27/16 Deep Learning Top 57/27/16 Deep Learning Top 5
7/27/16 Deep Learning Top 5
 
Artificial Intelligence (AI) for Financial Services
Artificial Intelligence (AI) for Financial Services Artificial Intelligence (AI) for Financial Services
Artificial Intelligence (AI) for Financial Services
 
AI in Insurance - InView Primer
AI in Insurance - InView PrimerAI in Insurance - InView Primer
AI in Insurance - InView Primer
 
Business and AI
Business and AIBusiness and AI
Business and AI
 
AI Insurance Bot
AI Insurance BotAI Insurance Bot
AI Insurance Bot
 
AI A4 Flyer Pages
AI A4 Flyer PagesAI A4 Flyer Pages
AI A4 Flyer Pages
 
Augmenting human intelligence for future of work is the next disruptive innov...
Augmenting human intelligence for future of work is the next disruptive innov...Augmenting human intelligence for future of work is the next disruptive innov...
Augmenting human intelligence for future of work is the next disruptive innov...
 
Top 5 AI and Deep Learning Stories 5/24
Top 5 AI and Deep Learning Stories 5/24Top 5 AI and Deep Learning Stories 5/24
Top 5 AI and Deep Learning Stories 5/24
 

Semelhante a Artificial Intelligence and Accessibility - GAAD 2020 - Hello A11y

Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...
Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...
Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...MIT Enterprise Forum Cambridge
 
Artificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New VenturesArtificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New VenturesAMP New Ventures
 
AI and ITS APPLICATIONS.pptx
AI and ITS APPLICATIONS.pptxAI and ITS APPLICATIONS.pptx
AI and ITS APPLICATIONS.pptxsaran2011
 
introductiontoartificialintelligencepowerpointpresentationslides-210722041732...
introductiontoartificialintelligencepowerpointpresentationslides-210722041732...introductiontoartificialintelligencepowerpointpresentationslides-210722041732...
introductiontoartificialintelligencepowerpointpresentationslides-210722041732...Sudhanshu Gupta
 
Introduction To Artificial Intelligence Powerpoint Presentation Slides
Introduction To Artificial Intelligence Powerpoint Presentation SlidesIntroduction To Artificial Intelligence Powerpoint Presentation Slides
Introduction To Artificial Intelligence Powerpoint Presentation SlidesSlideTeam
 
Area's of Artificial Inteligence .pptx
Area's of Artificial Inteligence .pptxArea's of Artificial Inteligence .pptx
Area's of Artificial Inteligence .pptxJIMSVKII
 
AI is moving from its academic roots to the forefront of business and industry
AI is moving from its academic roots to the forefront of business and industryAI is moving from its academic roots to the forefront of business and industry
AI is moving from its academic roots to the forefront of business and industryDigital Transformation EXPO Event Series
 
EdisonV2 - Smart Vision for Visually Impaired
EdisonV2 - Smart Vision for Visually ImpairedEdisonV2 - Smart Vision for Visually Impaired
EdisonV2 - Smart Vision for Visually ImpairedVamshi Krishna
 
14 Startups Leading the Artificial Intelligence (AI) Revolution
14 Startups Leading the Artificial Intelligence (AI) Revolution14 Startups Leading the Artificial Intelligence (AI) Revolution
14 Startups Leading the Artificial Intelligence (AI) RevolutionNVIDIA
 
Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...
Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...
Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...GlobalTech.City
 
Disruptive technologies - Session 1 - introduction
Disruptive technologies - Session 1 - introductionDisruptive technologies - Session 1 - introduction
Disruptive technologies - Session 1 - introductionBohitesh Misra, PMP
 
AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...
AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...
AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...Amazon Web Services
 
The Impacts of Artificial Intelligence
The Impacts of Artificial IntelligenceThe Impacts of Artificial Intelligence
The Impacts of Artificial IntelligenceKarl Seiler
 
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing SECURAWorld
 
IT trends – 2013 & beyond
IT trends – 2013 & beyondIT trends – 2013 & beyond
IT trends – 2013 & beyondNeha Mehta
 
Applying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 ResearchApplying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 ResearchLucidworks
 
9 powerful examples of artificial intelligence in use today by venkat vajra...
9 powerful examples of artificial intelligence in use today   by venkat vajra...9 powerful examples of artificial intelligence in use today   by venkat vajra...
9 powerful examples of artificial intelligence in use today by venkat vajra...venkatvajradhar1
 

Semelhante a Artificial Intelligence and Accessibility - GAAD 2020 - Hello A11y (20)

Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...
Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...
Mac Devine, VP & CTO, Emerging Technology & Advanced Innovation, IBM Cloud Di...
 
demo AI ML.pptx
demo AI ML.pptxdemo AI ML.pptx
demo AI ML.pptx
 
Artificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New VenturesArtificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New Ventures
 
AI and ITS APPLICATIONS.pptx
AI and ITS APPLICATIONS.pptxAI and ITS APPLICATIONS.pptx
AI and ITS APPLICATIONS.pptx
 
introductiontoartificialintelligencepowerpointpresentationslides-210722041732...
introductiontoartificialintelligencepowerpointpresentationslides-210722041732...introductiontoartificialintelligencepowerpointpresentationslides-210722041732...
introductiontoartificialintelligencepowerpointpresentationslides-210722041732...
 
Introduction To Artificial Intelligence Powerpoint Presentation Slides
Introduction To Artificial Intelligence Powerpoint Presentation SlidesIntroduction To Artificial Intelligence Powerpoint Presentation Slides
Introduction To Artificial Intelligence Powerpoint Presentation Slides
 
Area's of Artificial Inteligence .pptx
Area's of Artificial Inteligence .pptxArea's of Artificial Inteligence .pptx
Area's of Artificial Inteligence .pptx
 
AI is moving from its academic roots to the forefront of business and industry
AI is moving from its academic roots to the forefront of business and industryAI is moving from its academic roots to the forefront of business and industry
AI is moving from its academic roots to the forefront of business and industry
 
EdisonV2 - Smart Vision for Visually Impaired
EdisonV2 - Smart Vision for Visually ImpairedEdisonV2 - Smart Vision for Visually Impaired
EdisonV2 - Smart Vision for Visually Impaired
 
14 Startups Leading the Artificial Intelligence (AI) Revolution
14 Startups Leading the Artificial Intelligence (AI) Revolution14 Startups Leading the Artificial Intelligence (AI) Revolution
14 Startups Leading the Artificial Intelligence (AI) Revolution
 
Technology Trend 2019
Technology Trend 2019Technology Trend 2019
Technology Trend 2019
 
Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...
Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...
Ambient Intelligence for Cities - Adrian Blackwood - AMI Group - Tech & The C...
 
Disruptive technologies - Session 1 - introduction
Disruptive technologies - Session 1 - introductionDisruptive technologies - Session 1 - introduction
Disruptive technologies - Session 1 - introduction
 
AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...
AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...
AWS Summit Singapore 2019 | Closing Keynote: Innovation at Hyper-scale: Outlo...
 
The Impacts of Artificial Intelligence
The Impacts of Artificial IntelligenceThe Impacts of Artificial Intelligence
The Impacts of Artificial Intelligence
 
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
 
IT trends – 2013 & beyond
IT trends – 2013 & beyondIT trends – 2013 & beyond
IT trends – 2013 & beyond
 
Ai Sustainability
Ai Sustainability Ai Sustainability
Ai Sustainability
 
Applying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 ResearchApplying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 Research
 
9 powerful examples of artificial intelligence in use today by venkat vajra...
9 powerful examples of artificial intelligence in use today   by venkat vajra...9 powerful examples of artificial intelligence in use today   by venkat vajra...
9 powerful examples of artificial intelligence in use today by venkat vajra...
 

Mais de Ted Drake

Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024
Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024
Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024Ted Drake
 
Transforming Accessibility one lunch at a tiime - CSUN 2023
Transforming Accessibility one lunch at a tiime - CSUN 2023Transforming Accessibility one lunch at a tiime - CSUN 2023
Transforming Accessibility one lunch at a tiime - CSUN 2023Ted Drake
 
Inclusive Design for cognitive disabilities, neurodiversity, and chronic illness
Inclusive Design for cognitive disabilities, neurodiversity, and chronic illnessInclusive Design for cognitive disabilities, neurodiversity, and chronic illness
Inclusive Design for cognitive disabilities, neurodiversity, and chronic illnessTed Drake
 
Inclusive design for Long Covid
 Inclusive design for Long Covid  Inclusive design for Long Covid
Inclusive design for Long Covid Ted Drake
 
Covid 19, brain fog, and inclusive design
Covid 19, brain fog, and inclusive designCovid 19, brain fog, and inclusive design
Covid 19, brain fog, and inclusive designTed Drake
 
Customer obsession and accessibility
Customer obsession and accessibilityCustomer obsession and accessibility
Customer obsession and accessibilityTed Drake
 
The Saga of Accessible Colors
The Saga of Accessible ColorsThe Saga of Accessible Colors
The Saga of Accessible ColorsTed Drake
 
Expand your outreach with an accessibility champions program
Expand your outreach with an accessibility champions program Expand your outreach with an accessibility champions program
Expand your outreach with an accessibility champions program Ted Drake
 
Intuit's Accessibility Champion Program - Coaching and Celebrating
Intuit's Accessibility Champion Program - Coaching and Celebrating Intuit's Accessibility Champion Program - Coaching and Celebrating
Intuit's Accessibility Champion Program - Coaching and Celebrating Ted Drake
 
Accessibility First Innovation
Accessibility First InnovationAccessibility First Innovation
Accessibility First InnovationTed Drake
 
Inclusive customer interviews make it your friday task
Inclusive customer interviews  make it your friday taskInclusive customer interviews  make it your friday task
Inclusive customer interviews make it your friday taskTed Drake
 
Coaching and Celebrating Accessibility Champions
Coaching and Celebrating Accessibility ChampionsCoaching and Celebrating Accessibility Champions
Coaching and Celebrating Accessibility ChampionsTed Drake
 
Accessibility statements and resource publishing best practices csun 2019
Accessibility statements and resource publishing best practices   csun 2019Accessibility statements and resource publishing best practices   csun 2019
Accessibility statements and resource publishing best practices csun 2019Ted Drake
 
Raising Accessibility Awareness at Intuit
Raising Accessibility Awareness at IntuitRaising Accessibility Awareness at Intuit
Raising Accessibility Awareness at IntuitTed Drake
 
Trickle Down Accessibility
Trickle Down AccessibilityTrickle Down Accessibility
Trickle Down AccessibilityTed Drake
 
Trickle-Down Accessibility - CSUN 2018
Trickle-Down Accessibility - CSUN 2018Trickle-Down Accessibility - CSUN 2018
Trickle-Down Accessibility - CSUN 2018Ted Drake
 
Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...
Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...
Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...Ted Drake
 
Mystery Meat 2.0 – Making hidden mobile interactions accessible
Mystery Meat 2.0 – Making hidden mobile interactions accessibleMystery Meat 2.0 – Making hidden mobile interactions accessible
Mystery Meat 2.0 – Making hidden mobile interactions accessibleTed Drake
 
React Native Accessibility - San Diego React and React Native Meetup
React Native Accessibility - San Diego React and React Native MeetupReact Native Accessibility - San Diego React and React Native Meetup
React Native Accessibility - San Diego React and React Native MeetupTed Drake
 
Ubiquitous Transactions - Financial Future and Accessibility
Ubiquitous Transactions - Financial Future and AccessibilityUbiquitous Transactions - Financial Future and Accessibility
Ubiquitous Transactions - Financial Future and AccessibilityTed Drake
 

Mais de Ted Drake (20)

Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024
Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024
Introduce Trauma-Informed Design to Your Organization - CSUN ATC 2024
 
Transforming Accessibility one lunch at a tiime - CSUN 2023
Transforming Accessibility one lunch at a tiime - CSUN 2023Transforming Accessibility one lunch at a tiime - CSUN 2023
Transforming Accessibility one lunch at a tiime - CSUN 2023
 
Inclusive Design for cognitive disabilities, neurodiversity, and chronic illness
Inclusive Design for cognitive disabilities, neurodiversity, and chronic illnessInclusive Design for cognitive disabilities, neurodiversity, and chronic illness
Inclusive Design for cognitive disabilities, neurodiversity, and chronic illness
 
Inclusive design for Long Covid
 Inclusive design for Long Covid  Inclusive design for Long Covid
Inclusive design for Long Covid
 
Covid 19, brain fog, and inclusive design
Covid 19, brain fog, and inclusive designCovid 19, brain fog, and inclusive design
Covid 19, brain fog, and inclusive design
 
Customer obsession and accessibility
Customer obsession and accessibilityCustomer obsession and accessibility
Customer obsession and accessibility
 
The Saga of Accessible Colors
The Saga of Accessible ColorsThe Saga of Accessible Colors
The Saga of Accessible Colors
 
Expand your outreach with an accessibility champions program
Expand your outreach with an accessibility champions program Expand your outreach with an accessibility champions program
Expand your outreach with an accessibility champions program
 
Intuit's Accessibility Champion Program - Coaching and Celebrating
Intuit's Accessibility Champion Program - Coaching and Celebrating Intuit's Accessibility Champion Program - Coaching and Celebrating
Intuit's Accessibility Champion Program - Coaching and Celebrating
 
Accessibility First Innovation
Accessibility First InnovationAccessibility First Innovation
Accessibility First Innovation
 
Inclusive customer interviews make it your friday task
Inclusive customer interviews  make it your friday taskInclusive customer interviews  make it your friday task
Inclusive customer interviews make it your friday task
 
Coaching and Celebrating Accessibility Champions
Coaching and Celebrating Accessibility ChampionsCoaching and Celebrating Accessibility Champions
Coaching and Celebrating Accessibility Champions
 
Accessibility statements and resource publishing best practices csun 2019
Accessibility statements and resource publishing best practices   csun 2019Accessibility statements and resource publishing best practices   csun 2019
Accessibility statements and resource publishing best practices csun 2019
 
Raising Accessibility Awareness at Intuit
Raising Accessibility Awareness at IntuitRaising Accessibility Awareness at Intuit
Raising Accessibility Awareness at Intuit
 
Trickle Down Accessibility
Trickle Down AccessibilityTrickle Down Accessibility
Trickle Down Accessibility
 
Trickle-Down Accessibility - CSUN 2018
Trickle-Down Accessibility - CSUN 2018Trickle-Down Accessibility - CSUN 2018
Trickle-Down Accessibility - CSUN 2018
 
Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...
Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...
Accessibility metrics Accessibility Data Metrics and Reporting – Industry Bes...
 
Mystery Meat 2.0 – Making hidden mobile interactions accessible
Mystery Meat 2.0 – Making hidden mobile interactions accessibleMystery Meat 2.0 – Making hidden mobile interactions accessible
Mystery Meat 2.0 – Making hidden mobile interactions accessible
 
React Native Accessibility - San Diego React and React Native Meetup
React Native Accessibility - San Diego React and React Native MeetupReact Native Accessibility - San Diego React and React Native Meetup
React Native Accessibility - San Diego React and React Native Meetup
 
Ubiquitous Transactions - Financial Future and Accessibility
Ubiquitous Transactions - Financial Future and AccessibilityUbiquitous Transactions - Financial Future and Accessibility
Ubiquitous Transactions - Financial Future and Accessibility
 

Último

VoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBXVoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBXTarek Kalaji
 
20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-pyJamie (Taka) Wang
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxMatsuo Lab
 
Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.YounusS2
 
Computer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and HazardsComputer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and HazardsSeth Reyes
 
OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureEric D. Schabell
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Adtran
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IES VE
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1DianaGray10
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemAsko Soukka
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfinfogdgmi
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationIES VE
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPathCommunity
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesMd Hossain Ali
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioChristian Posta
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6DianaGray10
 

Último (20)

VoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBXVoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBX
 
20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-py
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptx
 
Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.
 
Computer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and HazardsComputer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and Hazards
 
OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability Adventure
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™
 
20150722 - AGV
20150722 - AGV20150722 - AGV
20150722 - AGV
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystem
 
201610817 - edge part1
201610817 - edge part1201610817 - edge part1
201610817 - edge part1
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdf
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation Developers
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and Istio
 
20230104 - machine vision
20230104 - machine vision20230104 - machine vision
20230104 - machine vision
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6
 

Artificial Intelligence and Accessibility - GAAD 2020 - Hello A11y

  • 1. AI/ML + A11Y for GAAD20 Artificial Intelligence and Accessibility for Global Accessibility Awareness Day 2020 Ted Drake, Intuit Global Accessibility Leader Hello A11y, May 21 2020
  • 2. Today’s agenda Machine Learning vs. Artificial Intelligence Recent evolution Where do we go from here Key Trends in AI for Accessibility
  • 3. Machine Learning and Artificial Intelligence Machine Learning Computer learns from exploring data, discovering connections, and solving a problem. Artificial Intelligence Computer takes initiative to do something based on what it has learned. Car learns how to analyze risks in an intersection Car takes corrective actions to avoid an accident.
  • 4. A.I. is not special Anyone can work on A.I. WikiData: structured data for learning Build a deep learning computer for $450 Android and iOS process AI on device Nvidia Jetson Nano - $99 AWS and Google Cloud - Powerful Options
  • 5. Where do we go from here?
  • 8. QuickBooks Mileage Tracking QuickBooks Mobile app creates mileage reports Simply give it location permission It tracks start, finish, mileage, and expense deduction. Driver or Passenger Average users finds 37% more expense deductions
  • 10. Seeing AI by Microsoft Object detection Barcode Scanner Recognize friends Currency Identifier Intelligently guides user to rotate object to find the barcode.
  • 11. Safe Exit for All Emergency exit navigation Dynamically adjust for danger zones Customized for disabilities, such as mobility or vision
  • 13. Detecting Dyslexia and Autism Dytective uses mobile games to detect risk of having dyslexia Autism detection based on eye movement sequences Affordable diagnosis Early treatments
  • 14. Satya Panda - Dr.Bindu Sravani Nayak Independent Developers Open Source Machine Learning Libraries Affordable Data Servers Dental diagnosis and treatment project created in collaboration with 2 dentists Significantly reduce the costs of diagnosis Differentiate between similar symptoms and treatments
  • 15. Make it for Everyone
  • 16. QuickBooks Capital Unconscious Bias - Significant barrier to small business funding QuickBooks Capital analyzes 26 billion transactions and data points Loans are given based on a business’s ability to repay 60% of customers say they didn’t qualify for loans before QuickBooks Capital
  • 17. Android Live Transcribe Speech to Text live captioning in 70 languages Auto-correct based on context Sound alerts Open Source On device neural network - reduces network connectivity requirement
  • 19. Indoor Navigation via computer vision Smith-Kettlewell Institute: Computer vision, landmarks, inertia, and 2-d Map Clew: Path Tracing - Someone guides you to a location, the phone brings you back
  • 20. Voice Recognition for everyone Mozilla’s Common Voice: Giant data set of voice recordings from all accents, languages, and speech ability VoiceITT and Google’s Project Euphonia Designed to understand dysarthria speech
  • 21. Learn More Web4All Conference: Accessibility Research Co-located with The Web Conference Assets: International ACM SIGACCESS Conference on Computers and Accessibility Microsoft: AI For Accessibility Twitter: @Ted_Drake Email: Ted_Drake@intuit.com

Notas do Editor

  1. Wiki Data: https://www.wikidata.org/wiki/Wikidata:Main_Page Build a deep learning computer for $450 https://www.youtube.com/watch?reload=9&v=G6PtQis8GDo iOS chip: https://www.wired.com/story/apple-a13-bionic-chip-iphone/ Android ML: https://developer.android.com/ml Nvidia Jetson Nano https://developer.nvidia.com/embedded/jetson-nano-developer-kit
  2. Artificial Intelligence can make complicated tasks simple. This is one of the most important benefits of machine learning and artificial intelligence. Take a task that required dozens of steps and decisions and bring it down to a few. TurboTax, the tax software from Intuit, has a mission of completing a person’s tax return with a single step. This will require AI to import their financial records and determine the correct information. The user would simply verify the return and submit it. Each simplification can makes a greater impact for customers with a disability. Photo: Sri Kotilingeshwara Temple
  3. Apple Watch contains two features that require no user input. The watch can detect irregular heartbeats and falls. In fact, not interacting with the screen is an interaction, for the fall monitoring it will send a request for help.
  4. Photo: Ted “driving” an auto rickshaw in Mumbai
  5. It’s not enough to use AI to complete a task, like object recognition or navigation. We need to make it actually work well and guide
  6. Seeing AI is a great app: https://apps.apple.com/us/app/seeing-ai-talking-camera-for-the-blind/id999062298 But much of it’s functionality can be found with OrCam https://www.orcam.com/en/ and Lookout https://www.orcam.com/en/ But SeeingAI has a feature that makes it easier for people to successfully scan product barcodes. It uses AI to scan the object and detect the barcode before it is completely visible. It then gives audio directions to rotate the object until it can scan the code.
  7. Accessible indoor navigation that adapts to emergency situations to ensure safe exit during emergencies. https://dl.acm.org/doi/abs/10.1145/3315002.3317569 Indoor wayfinding has remained a challenge for people with disabilities in unfamiliar environments. With some accessible indoor wayfinding systems coming to the fore recently, a major application of interest is that of emergency evacuation due to natural or man-made threats to safety. Independent emergency evacuations can be particularly challenging for persons with disabilities as there is usually a requirement to quickly gather and use alternative wayfinding information to exit the indoor space safely. This paper presents the design and evaluation of an inclusive emergency evacuation system called SafeExit4All that empowers people with disabilities (in addition to the general population) to independently find a safe exit under emergency scenarios. The SafeExit4All application drives an underlying accessible indoor wayfinding system with the necessary emergency evacuation system parameters customized to an individual’s preferences and needs for exiting safely from a premise.
  8. Today’s ML and AI technology is making health care and education affordable
  9. Change Dyslexia https://www.changedyslexia.org/en Autism detection based on eye movement sequences on the web: a scanpath trend analysis approach https://dl.acm.org/doi/abs/10.1145/3371300.3383340
  10. Satya worked with dentists to create a machine learning application that can differentiate oral diseases based on multiple factors and simplify the process of diagnosis and treatment. This allows dentists to see more patients and increase treatment efficacy. This project was made possible by the low cost of Machine Learning technology.
  11. Customized chairs for students at Spastics Society of Karnataka https://www.spasticssocietyofkarnataka.org/
  12. QuickBooks Capital: https://quickbooks.intuit.com/capital/
  13. Introducing live transcribe https://www.youtube.com/watch?v=jLCwjIaPXwA&t=16s Open Source Live Transcribe Bringing Live Transcribe's Speech Engine to Everyone https://opensource.googleblog.com/2019/08/bringing-live-transcribes-speech-engine.html Live transcribe gets sound alerts and transcription https://www.engadget.com/2019-05-16-android-live-transcribe-sound-alerts.html
  14. Brandon introduces SKI project: https://www.youtube.com/watch?v=fjok-fMIx-8&feature=youtu.be SKI project https://www.ski.org/project/computer-vision-based-indoor-wayfinding-tool Clew http://www.clewapp.org/
  15. Common Voice: https://voice.mozilla.org/ VoiceITT: https://www.voiceitt.com/why-voiceitt.html Project Euphonia https://ai.googleblog.com/2019/08/project-euphonias-personalized-speech.html
  16. Web4All http://www.w4a.info/2021/ Microsoft AI for Accessibility https://www.microsoft.com/en-us/ai/ai-for-accessibility