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from sparkdl import DeepImagePredictor
# Read images using Spark
image_df = ImageSchema.readImages("flower_photos/sample/")
predictor = DeepImagePredictor(inputCol="image", outputCol="predicted_labels", modelName="InceptionV3", decodePredictions=True, topK=10)
predictions_df = predictor.transform(image_df)
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