anotinelg commented on issue #15710: Inconsistent behaviour of ImageRecordIter 
depending on encoding format png vs jpeg
URL: 
https://github.com/apache/incubator-mxnet/issues/15710#issuecomment-518852089
 
 
   I agree with you, but this works **only** if  you pack the image in the .rec 
file in format BGR (as you did in the example)
   
   ```
   img[:, :, 0] = 0 # B
   img[:, :, 1] = 100 # G
   img[:, :, 2] = 200 # R
   ```
   
   It does NOT work if you pack the img into the .rec files in RGB format, the 
normalisation will be applied to wrong channel. 
   
   So I think this should be documented in the imageRecordIter class

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