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I have been asked to suggest test cases for the face outline step in a photo form. I want to distinguish a different crop from an actual change in the visible facial outline. For the initial check, I would use one permitted portrait and keep its original dimensions documented. Each copy would retain the same facial pixels while adding or removing empty space around them. I am considering <a href=https://faceshapecalculator.top>face shape detector</a> as a reference while drafting the questions. These are proposed checks rather than results, and I have no consistency figures to share. For each copy, I could note its border dimensions, category and any confidence information provided. What would you record to make a changed category understandable to someone reviewing the test? I need a modest acceptance rule that allows ambiguous outlines instead of demanding identical answers everywhere.

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