shuokay commented on issue #13545: For inference, I have the same problem. The 
client send jpg to server, then the server use cv2 to do resize. When put the 
image data into the mx.nd.array, it's very slow. And the Utilization of GPU is 
low too. How to solve it? Thank you!
URL: 
https://github.com/apache/incubator-mxnet/issues/13545#issuecomment-445121656
 
 
   convert numpy.array to raw binary and then `image.decode`

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