eric-haibin-lin commented on a change in pull request #11533: Fix image 
classification scripts and Improve Fp16 tutorial
URL: https://github.com/apache/incubator-mxnet/pull/11533#discussion_r201191551
 
 

 ##########
 File path: example/gluon/data.py
 ##########
 @@ -109,18 +111,17 @@ def transform(image, label):
         # resize the shorter edge to 224, the longer edge will be greater or 
equal to 224
         resized = mx.image.resize_short(image, 224)
         # center and crop an area of size (224,224)
-        cropped, crop_info = mx.image.center_crop(resized, 224)
+        cropped, crop_info = mx.image.center_crop(resized, (224, 224))
         # transpose the channels to be (3,224,224)
-        transposed = nd.transpose(cropped, (2, 0, 1))
-        image = mx.nd.cast(image, dtype)
-        return image, label
+        transposed = mx.nd.transpose(cropped, (2, 0, 1))
 
 Review comment:
   is dtype casting no longer necessary?

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