CynthiaProtector commented on issue #15962: ResNet18_v2 under the directory of 
/mxnet/example/gluon
URL: 
https://github.com/apache/incubator-mxnet/issues/15962#issuecomment-533357349
 
 
   The other reason is that no data augmentation is applied in the training 
process, therefore, the final test accuracy is around 81% because of the 
limited training dataset. When the data augmentation is applied, the test 
accuracy is improved.

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