Detailed object geometry or who needs an ordinary bounding box?

Object recognition now is not engaged only lazy, but what if this is not enough? 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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Detailed object geometry or who needs an ordinary bounding box? 3r3116.  
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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. 3r3116.  
RobotsCanSee
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