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Blog Amazon’s Rekognition System can detect the Emotion in People’s Faces
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  • Author Author: Catwell
  • Date Created: 23 Aug 2019 2:34 AM Date Created
  • Views 1601 views
  • Likes 5 likes
  • Comments 3 comments
  • user interface
  • hmi
  • tech gone bad
  • cabeatwell
  • ai
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Amazon’s Rekognition System can detect the Emotion in People’s Faces

Catwell
Catwell
23 Aug 2019

image

The Rekognition AI platform is now capable of identifying fear, adding an eight entry in its emotion-detection capability. (Image credit: Amazon)

 

Amazon’s Rekognition platform is a deep learning image and video analysis service that’s part of the company’s AI software suite, which uses machine-learning and deep-learning APIs to identify scenes, objects, faces, and other objects within those images and video. The platform provides access to face-based user verification by comparing live images with reference pics. It also offers sentiment and demographic analysis, interpreting emotions and gender from facial imagery. What’s more, it features unsafe content detection, celebrity recognition, and text detection- classifying ads, sports scores, news, and more.

 

Amazon’s Rekognition platform has also reached a new milestone in its facial analysis feature with increased accuracy and functionality. The system was previously only capable of identifying seven emotions- happy, sad, angry, surprised, disgusted, calm, and confused. It can now add fear to that list, as well as increased accuracy at identifying gender, age range, and attributes.

 

imageRekognition provides a confidence overview on how accurate it is at identifying objects- including the animal type and species of this golden retriever. (Image credit: Amazon)

 

While the Rekognition system is an excellent platform for identifying objects- friends, family, pets, in groups of images and video that you have stored, which is a quick way to group them in different categories. As you might imagine, others look at this new advancement as a nefarious application, leading to a dystopian future, certainly so when Amazon has licensed the software to law enforcement agencies.

 

Regardless, Rekognition is not perfect; it has trouble identifying women and people of color and even misidentified 28 US lawmakers according to the ACLU. That said, Amazon did pitch the software to US Immigration and Customs Enforcement; however the company states the technology is used to advocate for crime victims.

 

Have a story tip? Message me at: cabe(at)element14(dot)com

http://twitter.com/Cabe_Atwell

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Top Comments

  • ralphjy
    ralphjy over 6 years ago +1
    Looks interesting, I'll have to try it out. When I roadtested the Omron HVC-P2 it did well identifying stored faces but it really struggled with identifying emotions.
  • dubbie
    dubbie over 6 years ago +1
    It is interesting and I'd like to try it out as well. Not sure how you create a face with fear though as this is not a common emotional expression. I'm not sure I could identify fear myself. Happy and…
  • clem57
    clem57 over 6 years ago +1
    This is like IBM Watson on their cloud. I played around with there and it can "guess" the image's feelings. It also gives a confidence level. I wonder can it tell emoticons?
  • clem57
    clem57 over 6 years ago

    This is like IBM Watson on their cloud. I played around with there and it can "guess" the image's feelings. It also gives a confidence level.image

    I wonder can it tell emoticons?image

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  • dubbie
    dubbie over 6 years ago

    It is interesting and I'd like to try it out as well. Not sure how you create a face with fear though as this is not a common emotional expression. I'm not sure I could identify fear myself. Happy and sad I can manage, possibly bored. Angry definitely. I wonder what the other emotions are.

     

    Dubbie

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  • ralphjy
    ralphjy over 6 years ago

    Looks interesting,  I'll have to try it out.  When I roadtested the Omron HVC-P2 it did well identifying stored faces but it really struggled with identifying emotions.

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