andrewfayres commented on a change in pull request #12848: Fix Batch input 
issue with Scala Benchmark
URL: https://github.com/apache/incubator-mxnet/pull/12848#discussion_r226130728
 
 

 ##########
 File path: 
scala-package/infer/src/main/scala/org/apache/mxnet/infer/ImageClassifier.scala
 ##########
 @@ -76,7 +76,7 @@ class ImageClassifier(modelPathPrefix: String,
                     topK: Option[Int] = None): IndexedSeq[IndexedSeq[(String, 
Float)]] = {
 
     val scaledImage = ImageClassifier.reshapeImage(inputImage, width, height)
-    val pixelsNDArray = ImageClassifier.bufferedImageToPixels(scaledImage, 
inputShape)
+    val pixelsNDArray = ImageClassifier.bufferedImageToPixels(scaledImage, 
inputShape.drop(1))
 
 Review comment:
   
   
   
   
   
   
   
   ```suggestion
       val imageShape = inputShape.drop(1)
       val pixelsNDArray = ImageClassifier.bufferedImageToPixels(scaledImage, 
imageShape)
   ```
   I prefer this. Mainly because it makes it more clear why you're dropping 
part of shape.

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