Joke09 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-444724175 > Hi @Joke09 thanks for your question. I think you might miss this: https://mxnet.incubator.apache.org/api/python/image/image.html please take a look I think it works, when the image is in the disk. But image data is numpy array in this problem. Sorry, I don't know how to use the image api for numpy array.
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