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[Feature] More Actionable User Feedback for Document Capture Failures #5836

@bcapps

Description

@bcapps

Is your feature request related to a problem? Please describe.

The web currentlyhas more actionable feedback for the user when local models are failing than native mobile.

Describe the solution you'd like

Provide feedback for:

  • When blur detector scores are above a threshold
  • When IDDetector scores indicate that the wrong side is being shown
    • Note there’s no no_document output on the iOS detector. Instead use the following:
      • no_document = low scores for passport or idCardFront when capturing ID front side, idCardBack when capturing ID back side
  • If ID is not centered
    • Check if the document location bounding box is centered enough
  • If IDDetector invalid score is high

Additional context

https://docs.google.com/document/d/1Ev3Z1t_XDjIX4coFJaG2ywgsPDz1eYVQv-cCgSCEB30/edit?tab=t.0

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