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Define an acceptance policy for recognition #18

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M-Davies opened this issue Feb 15, 2021 · 1 comment
Open

Define an acceptance policy for recognition #18

M-Davies opened this issue Feb 15, 2021 · 1 comment
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enhancement New feature or request

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@M-Davies
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M-Davies commented Feb 15, 2021

To save time and processing power, we could define a policy to accept high confidence faces or gestures from the camera instead of setting a static 90% confidence or more policy (what we have now). Idea:

  • Face recog of 90% or above = Access Granted
  • Face recog of 70-90% and gesture combination was correctly entered = Access Granted
  • Face recog of less than 70% leading to a average gesture recog of 90% or above OR higher than 70% but wrong gesture combination was given = Access Denied
  • Either face or gesture is less than 70% or non-existent = Access Denied

NOTE: The strikethroughs are due to me reevaluating what will actually be needed in light of the web frontend and feasibility of an "average" gesture combination given

@M-Davies M-Davies added the enhancement New feature or request label Feb 15, 2021
@M-Davies M-Davies added this to the Sprint 7 milestone Mar 18, 2021
@M-Davies M-Davies self-assigned this Mar 22, 2021
@M-Davies M-Davies removed their assignment Mar 22, 2021
@M-Davies
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I am going to move this out of the milestones as it is going to be implemented on the website end rather than the python end

@M-Davies M-Davies removed this from the Sprint 7 milestone Mar 22, 2021
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