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Affectiva

May 10, 2024

Affectiva is a software development company that created artificial intelligence. In 2021, the company was acquired by SmartEye. The company claimed its AI understood human emotions, cognitive states, activities and the objects people use, by analyzing facial and vocal expressions.[11] The offshoot of MIT Media Lab,[12] Affectiva created a new technological category of Artificial Emotional Intelligence, namely, Emotion AI.[13]

Affectiva
Company typePrivate
Industrysoftware, artificial intelligence
FoundedMassachusetts, United States (2009 (2009))[1][2]
FoundersRana el Kaliouby, Ph.D.[2][3] (CEO & Co-founder)
Rosalind W. Picard, Sc.D.[2][3] (Co-founder)
FateAcquired by SmartEye
Headquarters
Boston, Massachusetts
,
United States[4][5]
Number of locations
Boston, Massachusetts and Cairo, Egypt
ProductsAffectiva Automotive AI,[6] Affectiva Media Analytics[7]
ServicesEmotion AI[8]
Total equity(venture capital) $53 million[9]
Number of employees
100-150[10]
Websiteaffectiva.com

History edit

Affectiva was co-founded by Rana el Kaliouby, Ph.D., who became chief executive officer as of May 25, 2016,[14] and Rosalind W. Picard, Sc.D., who worked as chairman and Chief Scientist until 2013. Both of Affectiva's early products grew out of collaborative research at the MIT's Media Lab to help people on the autism spectrum.[15]

Affective was acquired for a mostly-stock deal of $73.5m by Swedish SmartEye, a former competitor.[16]

Technology edit

The company has expanded its Emotion AI technology to detect more than facial expressions, reactions and emotions. Affectiva's software detects complex and nuanced emotions, cognitive states, such as drowsiness and distraction, certain activities and the objects people use. It does that by analyzing the human face, vocal intonations and body posture.

Affectiva's AI is built with deep learning, computer vision, speech analytics and large amounts of data that has been collected in real-world scenarios.[17] The AI uses an optical sensor like a webcam or smartphone camera to identify a human face in real-time.[17] Then, computer vision algorithms identify key features on the face, which are analyzed by deep learning algorithms to classify facial expressions. These facial expressions are then mapped back to emotions. One journal paper found the Affectiva iMotions Facial Expression Analysis Software results are comparable to results using facial Electromyography.[18] Affectiva also uses computer vision to detect objects like a cellphone[19] and car seat,[20] as well as body key points, which track body joints to determine movement and location.[21] The company's speech technology works by analyzing audio segments for their acoustic-prosodic features, such as, for example, changes in tone, loudness and tempo.[22]

Affectiva has collected massive amounts of data that are used to train and test the company's deep learning algorithms, and provide insight into human emotional reactions and engagement. The company has analyzed more than 10 million face videos from 90 countries, making it one of the largest data repositories of its kind.[23] Affectiva has also collected more than 19,000 hours of automotive in-cabin data from 4,000 unique individuals.[24] This automotive data is used to adapt its algorithms to varying camera angles, lighting and other environmental conditions in a vehicle.

Applications edit

Affectiva's AI had many applications, but the company's primary focus was on Automotive and Media Analytics.[25] Other uses of Affectiva's AI included applications in healthcare[26][27] and mental health,[28] robotics,[29] conversational interfaces,[30] education,[31][32] gaming,[33][34] and more.

Media Analytics edit

Affectiva's technology was first deployed in media analytics, for market research purposes. The company had since then tested more than 53,000 ads in 90 countries.[35] Brands, advertising agencies and insights firms used the company's Emotion AI to measure the unfiltered and unbiased emotional responses consumers have when viewing video ads and movie trailers.[36] These insights helped improve brand and media content, and predict key metrics in advertising such as sales lift, purchase intent and virality.[37][28] Affectiva's technology was also used in qualitative research.[38]

Affectiva had partnered with leading insights firms such as Kantar, LRW, Added Value and Unruly.[39][40] Through these collaborations, 28 percent of the Fortune Global 500 companies, and 70 percent of the world's largest advertisers, used Affectiva's Emotion AI.[35]

On September 5, 2019, Affectiva announced the appointment of Graham Page, a seasoned Kantar executive, as Global Managing Director of Media Analytics to expand on the company's existing footprint in the media analytics space.[41]

Automotive edit

On March 21, 2018, Affectiva launched Affectiva Automotive AI, the first multi-modal in-cabin sensing solution[buzzword] to understand what is happening with people in a vehicle.[42] It used cameras in the car to measure in real time, the state of the driver, the state of the occupants and the state of the vehicle interior (i.e. cabin). This insight helped car manufacturers, fleet management companies and rideshare providers improve road safety and build better driver monitoring systems, by understanding dangerous driver behavior such as drowsiness, distraction and anger.[43] It was also used to create more comfortable and enjoyable transportation experiences, by understanding how passengers react to the environment, such as content they can consume in the back of the car.[25]

In addition to understanding driver and occupant emotional and cognitive states, Affectiva Automotive AI could also detect contextual cabin information such as the number of passengers, where they are sitting and if an object is present.

Affectiva worked with a number of leading car manufacturers and transportation technology companies, including Aptiv,[44] Cerence,[45] Hyundai Kia,[46] Faurecia,[47] Porsche,[48] BMW,[49] GreenRoad Technologies,[50] and Veoneer.[51]  

Acquisition edit

In June 2021 Smart Eye acquired Affectiva.[52]

See also edit

References edit

  1. ^ Bosker, Bianca (December 24, 2012). "Affectiva's Emotion Recognition Tech: When Machines Know What You're Feeling". The Huffington Post. Retrieved February 3, 2013.
  2. ^ a b c Kerstetter, Jim (February 2, 2013). "Building better Super Bowl ads by watching you watch them". CNET. Retrieved February 3, 2013.
  3. ^ a b . Affectiva. Archived from the original on February 3, 2013. Retrieved February 3, 2013.
  4. ^ . Affectiva. Archived from the original on January 17, 2013. Retrieved February 3, 2013.
  5. ^ Girard, Kim (January 29, 2013). "Creating the Perfect Super Bowl Ad". Forbes. Retrieved February 3, 2013.
  6. ^ "Automotive AI". Affectiva. Retrieved August 14, 2020.
  7. ^ . Affectiva. Archived from the original on August 3, 2020. Retrieved August 14, 2020.
  8. ^ "Emotion AI". Forbes. Retrieved August 14, 2020.
  9. ^ Affectiva Raises $26 Million to Fast-Track Human Perception AI in Automotive and Conversational Interfaces BusinessWire, April 11, 2019, Retrieved August 14, 2020.
  10. ^ Company profile, Glassdoor.com, February 13, 2015, Retrieved May 17, 2017
  11. ^ "New Affectiva cloud API helps machines understand emotions in human speech". TechCrunch. Retrieved 2020-11-20.
  12. ^ Khatchadourian, Raffi. "We Know How You Feel". The New Yorker. Retrieved 2020-11-20.
  13. ^ Press, Gil. "Emerging Artificial Intelligence (AI) Leaders: Rana el Kaliouby, Affectiva". Forbes. Retrieved 2020-11-20.
  14. ^ Affectiva. "Emotion AI Leader Affectiva Announces $14 Million in Growth Capital". www.prnewswire.com (Press release). Retrieved 2020-12-17.
  15. ^ Press, Gil. "Emerging Artificial Intelligence (AI) Leaders: Rana el Kaliouby, Affectiva". Forbes. Retrieved 2020-12-17.
  16. ^ Korosec, Kirsten (2021-05-25). "Emotion-detection software startup Affectiva acquired for $73.5M". TechCrunch. Retrieved 2023-08-22.
  17. ^ a b "How emotion-tracking A.I. will change computing as we know it". www.digitaltrends.com. 18 April 2019. Retrieved 2020-12-04.
  18. ^ Kulke, Louisa; Feyerabend, Dennis; Schacht, Annekathrin (2020). "A Comparison of the Affectiva iMotions Facial Expression Analysis Software With EMG for Identifying Facial Expressions of Emotion". Frontiers in Psychology. 11: 329. doi:10.3389/fpsyg.2020.00329. ISSN 1664-1078. PMC 7058682. PMID 32184749.
  19. ^ "Rana el Kaliouby on LinkedIn: #automotive #technology #ai". www.linkedin.com. Retrieved 2020-12-04.
  20. ^ "Rana el Kaliouby on LinkedIn: #automotive #technology #ai". www.linkedin.com. Retrieved 2020-12-04.
  21. ^ "Affectiva Automotive AI: In-Cabin Sensing that transforms road safety and the mobility experience". Youtube.
  22. ^ "Affectiva to Launch a Cloud-Based API to Distinguish Emotion in Speech". www.businesswire.com. 2017-09-13. Retrieved 2020-12-04.
  23. ^ "Research Shows Advertising is Having a More Emotional Impact on Consumers, But Not All Advertisers Are Using Emotions Effectively". www.businesswire.com. 2020-10-27. Retrieved 2020-12-04.
  24. ^ Affectiva. "Affectiva Automotive AI". go.affectiva.com. Retrieved 2020-12-04.
  25. ^ a b Team, Insights. "Forbes Insights: Designing AI That Knows How You Feel". Forbes. Retrieved 2020-12-11.
  26. ^ McManus, Ashley. "SDK on the Spot: FacePrint Emotion Recognition Program Detects Early Parkinson's Disease Symptoms". blog.affectiva.com. Retrieved 2020-12-11.
  27. ^ "AI Reads Human Emotions. Should it?". MIT Technology Review. Retrieved 2020-12-11.
  28. ^ a b "How emotion-tracking A.I. will change computing as we know it". Digital Trends. 2019-04-18. Retrieved 2020-12-11.
  29. ^ "Softbank Robotics enhances Pepper the robot's emotional intelligence". VentureBeat. 2018-08-28. Retrieved 2020-12-11.
  30. ^ McManus, Ashley. "Emotion AI for Chat Bots: The Next Wave of Artificial Intelligence". blog.affectiva.com. Retrieved 2020-12-11.
  31. ^ "Emotion-Gauging Startup's Learning Apps See if You're Bored". www.digitaltrends.com. 13 December 2016. Retrieved 2020-12-11.
  32. ^ Kaliouby, Rana el (2020-06-15). "Emotionally aware technology could help us beat Zoom fatigue". Fast Company. Retrieved 2020-12-11.
  33. ^ Murnane, Kevin. "Gaming: 'Nevermind' Reads Your Mind And Adapts To Your Emotions". Forbes. Retrieved 2020-12-11.
  34. ^ "Affectiva Releases Emotion Artificial Intelligence Plug-In for Unity". www.businesswire.com. 2016-10-17. Retrieved 2020-12-11.
  35. ^ a b "Research Shows Advertising is Having a More Emotional Impact on Consumers, But Not All Advertisers Are Using Emotions Effectively". www.businesswire.com. 2020-10-27. Retrieved 2020-12-11.
  36. ^ Affectiva. "Movie Trailers and Emotion: The Full Story". blog.affectiva.com. Retrieved 2020-12-11.
  37. ^ Affectiva. "Affectiva Media Analytics". go.affectiva.com. Retrieved 2020-12-11.
  38. ^ Affectiva. "The Emotion Behind Your Conversation: Transforming the Online Qual Experience". blog.affectiva.com. Retrieved 2020-12-11.
  39. ^ Affectiva. "Download: Kantar Webinar on Emotions in Advertising". go.affectiva.com. Retrieved 2020-12-11.
  40. ^ McManus, Ashley. "Balancing Long-Term Brand Effects and Short-Term Activation with Unruly". blog.affectiva.com. Retrieved 2020-12-11.
  41. ^ "Affectiva Appoints Graham Page as New Global Managing Director of Media Analytics". www.businesswire.com. 2019-09-05. Retrieved 2020-12-11.
  42. ^ "Affectiva Launches Multi-Modal Automotive In-Cabin AI to Improve Road Safety and Accelerate Autonomy". www.businesswire.com. 2018-03-21. Retrieved 2020-12-11.
  43. ^ Quain, John R. (2019-03-28). "Eyes on the Road! (Your Car Is Watching) (Published 2019)". The New York Times. ISSN 0362-4331. Retrieved 2020-12-11.
  44. ^ PLC, Aptiv. "Aptiv Partners with Affectiva to Enable the Next Generation Vehicle Experience". www.prnewswire.com (Press release). Retrieved 2020-12-11.
  45. ^ "Affectiva and Nuance to Bring Emotional Intelligence to AI-Powered Automotive Assistants". Nuance Communications. Retrieved 2020-12-11.
  46. ^ America, Kia Motors. "Kia looks to post-autonomous driving era at CES 2019". www.prnewswire.com (Press release). Retrieved 2020-12-11.
  47. ^ "Faurecia/Accenture team on Connected Car Lab". www.just-auto.com. 2019-06-07. Retrieved 2020-12-11.
  48. ^ McManus, Ashley. "Affectiva Joins Startup Autobahn for Emotion AI Vehicles". blog.affectiva.com. Retrieved 2020-12-11.
  49. ^ McManus, Ashley. "BMW: How In-Cabin Sensing Helps Build the Ultimate In-Vehicle Experience". blog.affectiva.com. Retrieved 2020-12-11.
  50. ^ "GreenRoad Technologies and Affectiva Partner to Bring Real-Time Driver Impairment Monitoring to the Fleet Management Market". www.businesswire.com. 2018-09-06. Retrieved 2020-12-11.
  51. ^ "CES 2019". Veoneer. Retrieved 2020-12-11.
  52. ^ "Smart Eye Completes Acquisition of Affectiva". www.businesswire.com. 2021-06-23. Retrieved 2021-06-29.

External links edit

  • Affectiva Market Research Demo

May 10, 2024
affectiva, this, article, contains, content, that, written, like, advertisement, please, help, improve, removing, promotional, content, inappropriate, external, links, adding, encyclopedic, content, written, from, neutral, point, view, october, 2020, learn, wh. This article contains content that is written like an advertisement Please help improve it by removing promotional content and inappropriate external links and by adding encyclopedic content written from a neutral point of view October 2020 Learn how and when to remove this message Affectiva is a software development company that created artificial intelligence In 2021 the company was acquired by SmartEye The company claimed its AI understood human emotions cognitive states activities and the objects people use by analyzing facial and vocal expressions 11 The offshoot of MIT Media Lab 12 Affectiva created a new technological category of Artificial Emotional Intelligence namely Emotion AI 13 AffectivaCompany typePrivateIndustrysoftware artificial intelligenceFoundedMassachusetts United States 2009 2009 1 2 FoundersRana el Kaliouby Ph D 2 3 CEO amp Co founder Rosalind W Picard Sc D 2 3 Co founder FateAcquired by SmartEyeHeadquartersBoston Massachusetts United States 4 5 Number of locationsBoston Massachusetts and Cairo EgyptProductsAffectiva Automotive AI 6 Affectiva Media Analytics 7 ServicesEmotion AI 8 Total equity venture capital 53 million 9 Number of employees100 150 10 Websiteaffectiva wbr com Contents 1 History 2 Technology 2 1 Applications 2 1 1 Media Analytics 2 1 2 Automotive 3 Acquisition 4 See also 5 References 6 External linksHistory editAffectiva was co founded by Rana el Kaliouby Ph D who became chief executive officer as of May 25 2016 14 and Rosalind W Picard Sc D who worked as chairman and Chief Scientist until 2013 Both of Affectiva s early products grew out of collaborative research at the MIT s Media Lab to help people on the autism spectrum 15 Affective was acquired for a mostly stock deal of 73 5m by Swedish SmartEye a former competitor 16 Technology editThe company has expanded its Emotion AI technology to detect more than facial expressions reactions and emotions Affectiva s software detects complex and nuanced emotions cognitive states such as drowsiness and distraction certain activities and the objects people use It does that by analyzing the human face vocal intonations and body posture Affectiva s AI is built with deep learning computer vision speech analytics and large amounts of data that has been collected in real world scenarios 17 The AI uses an optical sensor like a webcam or smartphone camera to identify a human face in real time 17 Then computer vision algorithms identify key features on the face which are analyzed by deep learning algorithms to classify facial expressions These facial expressions are then mapped back to emotions One journal paper found the Affectiva iMotions Facial Expression Analysis Software results are comparable to results using facial Electromyography 18 Affectiva also uses computer vision to detect objects like a cellphone 19 and car seat 20 as well as body key points which track body joints to determine movement and location 21 The company s speech technology works by analyzing audio segments for their acoustic prosodic features such as for example changes in tone loudness and tempo 22 Affectiva has collected massive amounts of data that are used to train and test the company s deep learning algorithms and provide insight into human emotional reactions and engagement The company has analyzed more than 10 million face videos from 90 countries making it one of the largest data repositories of its kind 23 Affectiva has also collected more than 19 000 hours of automotive in cabin data from 4 000 unique individuals 24 This automotive data is used to adapt its algorithms to varying camera angles lighting and other environmental conditions in a vehicle Applications edit Affectiva s AI had many applications but the company s primary focus was on Automotive and Media Analytics 25 Other uses of Affectiva s AI included applications in healthcare 26 27 and mental health 28 robotics 29 conversational interfaces 30 education 31 32 gaming 33 34 and more Media Analytics edit Affectiva s technology was first deployed in media analytics for market research purposes The company had since then tested more than 53 000 ads in 90 countries 35 Brands advertising agencies and insights firms used the company s Emotion AI to measure the unfiltered and unbiased emotional responses consumers have when viewing video ads and movie trailers 36 These insights helped improve brand and media content and predict key metrics in advertising such as sales lift purchase intent and virality 37 28 Affectiva s technology was also used in qualitative research 38 Affectiva had partnered with leading insights firms such as Kantar LRW Added Value and Unruly 39 40 Through these collaborations 28 percent of the Fortune Global 500 companies and 70 percent of the world s largest advertisers used Affectiva s Emotion AI 35 On September 5 2019 Affectiva announced the appointment of Graham Page a seasoned Kantar executive as Global Managing Director of Media Analytics to expand on the company s existing footprint in the media analytics space 41 Automotive edit On March 21 2018 Affectiva launched Affectiva Automotive AI the first multi modal in cabin sensing solution buzzword to understand what is happening with people in a vehicle 42 It used cameras in the car to measure in real time the state of the driver the state of the occupants and the state of the vehicle interior i e cabin This insight helped car manufacturers fleet management companies and rideshare providers improve road safety and build better driver monitoring systems by understanding dangerous driver behavior such as drowsiness distraction and anger 43 It was also used to create more comfortable and enjoyable transportation experiences by understanding how passengers react to the environment such as content they can consume in the back of the car 25 In addition to understanding driver and occupant emotional and cognitive states Affectiva Automotive AI could also detect contextual cabin information such as the number of passengers where they are sitting and if an object is present Affectiva worked with a number of leading car manufacturers and transportation technology companies including Aptiv 44 Cerence 45 Hyundai Kia 46 Faurecia 47 Porsche 48 BMW 49 GreenRoad Technologies 50 and Veoneer 51 Acquisition editIn June 2021 Smart Eye acquired Affectiva 52 See also editAffective scienceReferences edit Bosker Bianca December 24 2012 Affectiva s Emotion Recognition Tech When Machines Know What You re Feeling The Huffington Post Retrieved February 3 2013 a b c Kerstetter Jim February 2 2013 Building better Super Bowl ads by watching you watch them CNET Retrieved February 3 2013 a b Meet Our Team Affectiva Archived from the original on February 3 2013 Retrieved February 3 2013 Contact us Affectiva Archived from the original on January 17 2013 Retrieved February 3 2013 Girard Kim January 29 2013 Creating the Perfect Super Bowl Ad Forbes Retrieved February 3 2013 Automotive AI Affectiva Retrieved August 14 2020 Media Analytics Affectiva Archived from the original on August 3 2020 Retrieved August 14 2020 Emotion AI Forbes Retrieved August 14 2020 Affectiva Raises 26 Million to Fast Track Human Perception AI in Automotive and Conversational Interfaces BusinessWire April 11 2019 Retrieved August 14 2020 Company profile Glassdoor com February 13 2015 Retrieved May 17 2017 New Affectiva cloud API helps machines understand emotions in human speech TechCrunch Retrieved 2020 11 20 Khatchadourian Raffi We Know How You Feel The New Yorker Retrieved 2020 11 20 Press Gil Emerging Artificial Intelligence AI Leaders Rana el Kaliouby Affectiva Forbes Retrieved 2020 11 20 Affectiva Emotion AI Leader Affectiva Announces 14 Million in Growth Capital www prnewswire com Press release Retrieved 2020 12 17 Press Gil Emerging Artificial Intelligence AI Leaders Rana el Kaliouby Affectiva Forbes Retrieved 2020 12 17 Korosec Kirsten 2021 05 25 Emotion detection software startup Affectiva acquired for 73 5M TechCrunch Retrieved 2023 08 22 a b How emotion tracking A I will change computing as we know it www digitaltrends com 18 April 2019 Retrieved 2020 12 04 Kulke Louisa Feyerabend Dennis Schacht Annekathrin 2020 A Comparison of the Affectiva iMotions Facial Expression Analysis Software With EMG for Identifying Facial Expressions of Emotion Frontiers in Psychology 11 329 doi 10 3389 fpsyg 2020 00329 ISSN 1664 1078 PMC 7058682 PMID 32184749 Rana el Kaliouby on LinkedIn automotive technology ai www linkedin com Retrieved 2020 12 04 Rana el Kaliouby on LinkedIn automotive technology ai www linkedin com Retrieved 2020 12 04 Affectiva Automotive AI In Cabin Sensing that transforms road safety and the mobility experience Youtube Affectiva to Launch a Cloud Based API to Distinguish Emotion in Speech www businesswire com 2017 09 13 Retrieved 2020 12 04 Research Shows Advertising is Having a More Emotional Impact on Consumers But Not All Advertisers Are Using Emotions Effectively www businesswire com 2020 10 27 Retrieved 2020 12 04 Affectiva Affectiva Automotive AI go affectiva com Retrieved 2020 12 04 a b Team Insights Forbes Insights Designing AI That Knows How You Feel Forbes Retrieved 2020 12 11 McManus Ashley SDK on the Spot FacePrint Emotion Recognition Program Detects Early Parkinson s Disease Symptoms blog affectiva com Retrieved 2020 12 11 AI Reads Human Emotions Should it MIT Technology Review Retrieved 2020 12 11 a b How emotion tracking A I will change computing as we know it Digital Trends 2019 04 18 Retrieved 2020 12 11 Softbank Robotics enhances Pepper the robot s emotional intelligence VentureBeat 2018 08 28 Retrieved 2020 12 11 McManus Ashley Emotion AI for Chat Bots The Next Wave of Artificial Intelligence blog affectiva com Retrieved 2020 12 11 Emotion Gauging Startup s Learning Apps See if You re Bored www digitaltrends com 13 December 2016 Retrieved 2020 12 11 Kaliouby Rana el 2020 06 15 Emotionally aware technology could help us beat Zoom fatigue Fast Company Retrieved 2020 12 11 Murnane Kevin Gaming Nevermind Reads Your Mind And Adapts To Your Emotions Forbes Retrieved 2020 12 11 Affectiva Releases Emotion Artificial Intelligence Plug In for Unity www businesswire com 2016 10 17 Retrieved 2020 12 11 a b Research Shows Advertising is Having a More Emotional Impact on Consumers But Not All Advertisers Are Using Emotions Effectively www businesswire com 2020 10 27 Retrieved 2020 12 11 Affectiva Movie Trailers and Emotion The Full Story blog affectiva com Retrieved 2020 12 11 Affectiva Affectiva Media Analytics go affectiva com Retrieved 2020 12 11 Affectiva The Emotion Behind Your Conversation Transforming the Online Qual Experience blog affectiva com Retrieved 2020 12 11 Affectiva Download Kantar Webinar on Emotions in Advertising go affectiva com Retrieved 2020 12 11 McManus Ashley Balancing Long Term Brand Effects and Short Term Activation with Unruly blog affectiva com Retrieved 2020 12 11 Affectiva Appoints Graham Page as New Global Managing Director of Media Analytics www businesswire com 2019 09 05 Retrieved 2020 12 11 Affectiva Launches Multi Modal Automotive In Cabin AI to Improve Road Safety and Accelerate Autonomy www businesswire com 2018 03 21 Retrieved 2020 12 11 Quain John R 2019 03 28 Eyes on the Road Your Car Is Watching Published 2019 The New York Times ISSN 0362 4331 Retrieved 2020 12 11 PLC Aptiv Aptiv Partners with Affectiva to Enable the Next Generation Vehicle Experience www prnewswire com Press release Retrieved 2020 12 11 Affectiva and Nuance to Bring Emotional Intelligence to AI Powered Automotive Assistants Nuance Communications Retrieved 2020 12 11 America Kia Motors Kia looks to post autonomous driving era at CES 2019 www prnewswire com Press release Retrieved 2020 12 11 Faurecia Accenture team on Connected Car Lab www just auto com 2019 06 07 Retrieved 2020 12 11 McManus Ashley Affectiva Joins Startup Autobahn for Emotion AI Vehicles blog affectiva com Retrieved 2020 12 11 McManus Ashley BMW How In Cabin Sensing Helps Build the Ultimate In Vehicle Experience blog affectiva com Retrieved 2020 12 11 GreenRoad Technologies and Affectiva Partner to Bring Real Time Driver Impairment Monitoring to the Fleet Management Market www businesswire com 2018 09 06 Retrieved 2020 12 11 CES 2019 Veoneer Retrieved 2020 12 11 Smart Eye Completes Acquisition of Affectiva www businesswire com 2021 06 23 Retrieved 2021 06 29 External links editAffectiva Market Research Demo Retrieved from https en wikipedia org w index php title Affectiva amp oldid 1213697860, wikipedia, wiki, book, books, library,

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