Interdrone 2015 Notes: Difference between revisions

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* 140 FPS on i7 processor
* 140 FPS on i7 processor
* Ambient Intelligence (AML) - Electronic environments that are sensitive and responsive to the presence of people.
* Ambient Intelligence (AML) - Electronic environments that are sensitive and responsive to the presence of people.
* Minimal resolution for a face: 50x50px, Ideal 70x70px
* Minimal required resolution for a face: 50x50px, Ideal 70x70px
* Does not use [http://www.paulekman.com/product-category/facs/ FACS]
* Does not use [http://www.paulekman.com/product-category/facs/ FACS]



Revision as of 16:30, 9 September 2015

Crowd Analytics through Facial Recognition

Eyeris

Software package called ImoVu - Deep Learning architecture for image processes that imitates human recognition

  • Vision for Embedded Systems
  • 97% accurate
  • 140 FPS on i7 processor
  • Ambient Intelligence (AML) - Electronic environments that are sensitive and responsive to the presence of people.
  • Minimal required resolution for a face: 50x50px, Ideal 70x70px
  • Does not use FACS
  • Allows for
    • Access to Hard to reach places
    • Large coverage area
    • Eye Level
    • Improved angles


  • Trained For
    • 5 Major ethnic groups
    • 5 age groups
    • 2 genders
    • 10 lightning conditions
    • 13 head poses
    • supervised and unsupervised
    • different camera structures
    • different resolution
    • different face attributes
      • Joy
      • Surprise
      • Sadness
      • Disgust
      • Anger
      • Fear
      • Neutral