For a computer based vision system with machine learning capability, the detection of alterations to cards, whether trimmed edges, recoloring or other alterations, should be easy to detect.
This is a grad student project to put together the system and to 'teach' it with known examples of altered and unaltered cards. You could also give the system rules for grading the cards. No human operator needed (or desired).
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Working Sets:
Baseball-
T206 SLers - Virginia League (-1)
1952 Topps - low numbers (-1)
1953 Topps (-91)
1954 Bowman (-3)
1964 Topps Giants auto'd (-2)
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