[GitHub] marcoabreu commented on a change in pull request #10054: [MXNET-53]Image classifier for scala-infer package

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marcoabreu commented on a change in pull request #10054: [MXNET-53]Image classifier for scala-infer package
URL: https://github.com/apache/incubator-mxnet/pull/10054#discussion_r176589527
 
 

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 File path: scala-package/infer/src/test/scala/ml/dmlc/mxnet/infer/ImageClassifierSuite.scala
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ml.dmlc.mxnet.infer
+
+import ml.dmlc.mxnet._
+import ml.dmlc.mxnet.{DataDesc, Shape}
+
+import org.mockito.Matchers._
+import org.mockito.Mockito
+import org.scalatest.{BeforeAndAfterAll}
+
+// scalastyle:off
+import java.awt.image.BufferedImage
+// scalastyle:on
+
+/**
+  * Unit tests for ImageClassifier
+  */
+class ImageClassifierSuite extends ClassifierSuite with BeforeAndAfterAll {
+
+  class MyImageClassifier(modelPathPrefix: String,
+                           inputDescriptors: IndexedSeq[DataDesc])
+    extends ImageClassifier(modelPathPrefix, inputDescriptors) {
+
+    override def getPredictor(): MyClassyPredictor = {
+      Mockito.mock(classOf[MyClassyPredictor])
+    }
+
+    override def getClassifier(modelPathPrefix: String, inputDescriptors:
+    IndexedSeq[DataDesc]): Classifier = {
+      Mockito.mock(classOf[Classifier])
+    }
+
+    def getSynset(): IndexedSeq[String] = synset
+  }
+
+  test("ImageClassifierSuite-testRescaleImage") {
+    val image1 = new BufferedImage(100, 200, BufferedImage.TYPE_BYTE_GRAY)
+    val image2 = ImageClassifier.reshapeImage(image1, 1000, 2000)
+
+    assert(image2.getWidth === 1000)
+    assert(image2.getHeight === 2000)
+  }
+
+  test("ImageClassifierSuite-testConvertBufferedImageToNDArray") {
+    val dType = DType.Float32
+    val inputDescriptor = IndexedSeq[DataDesc](new DataDesc(modelPath, Shape(1, 3, 2, 2),
+      dType, "NCHW"))
+
+    val image1 = new BufferedImage(100, 200, BufferedImage.TYPE_BYTE_GRAY)
+    val image2 = ImageClassifier.reshapeImage(image1, 2, 2)
+
+    val result = ImageClassifier.bufferedImageToPixels(image2, Shape(1, 3, 2, 2))
+
+    assert(result.shape == inputDescriptor(0).shape)
 
 Review comment:
   Could you verify the content? (See above)

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