Ram124 commented on issue #11556: Training on image size of 31*512 throws an 
error : ValueError: attempt to get argmax of an empty sequence
URL: 
https://github.com/apache/incubator-mxnet/issues/11556#issuecomment-402692651
 
 
   I found the reason for this.. It was due to anchor box scales and min_size.
   i have a new question regarding this. What is the best value for anchor 
scale and min_size to detect objects in 31512 image.. objects are of size 4100( 
width*height).
   i have changed anchor scales form (8,16,32) to (2,4,6) and min_size to 2 and 
rpn_stride to 6..
   And trained the network, but getting
   AP for bicycle = 0.0000
   Ap for pedestrian = 0.0000
   mean AP = 0.0000.
   
   Could you please help me out in finding the correct scale values. 

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