[Feature] More Actionable User Feedback for Document Capture Failures

[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
  • iOS has 2 blur detector models
    • LaplacianBlurDetector
    • MotionBlurDetector
• 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