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I read about Bag of Visual words strategy used in parallel with SVM classifier , I wonder if this strategy will work with my system shops and building recognition , I think BOW strategy will not work gracefully because the objects are nearly same in structure is'nt it ? . I need some experienced people to guide me to the right way to do such a system before i go in the wrong way . Is there a better strategy than BOW for recognition from that type ?

I read about Bag of Visual words strategy used in parallel with SVM classifier , I wonder if this strategy will work with my system shops and building recognition , I think BOW strategy will not work gracefully because the objects are nearly same in structure is'nt it ? . I need some experienced people to guide me to the right way to do such a system before i go in the wrong way . Is there a better strategy than BOW for recognition from that type ?

I read about Bag of Visual words strategy used in parallel with SVM classifier , I wonder if this strategy will work with my system shops and building recognition , I think BOW strategy will not work gracefully because the objects are nearly same in structure is'nt it ? . I need some experienced people to guide me to the right way to do such a system before i go in the wrong way . Is there a better strategy than BOW for recognition from that type ?? Some of my Datasets . It consist from 3 large building and 23 shops.

As you can see ,There are a few points to discriminate in my datasets and there's more 20 object .