Restoring the geometry of objects for more accurate validation of the range

Dealing with the issues of search quality, sooner or later we have to face the challenge of visual validation of products. We omit simple tasks that a regular classifier can cope with, focusing on cases that require more or less accurate object geometry:
 
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Restoring the geometry of objects for more accurate validation of the range 3r3114.  
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Suppose you need to select only good photos of various objects for later use in e-commerce. By good we mean photos without unnecessary details with the dominant main object. 3r3114.  
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