Salient object detection using matlab r2019 a

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Hey guys,
Can anyone tell me how to perform salient object detection with deep learning using R2019a. I am not able to understand how we form the training data for salient object detection.
I have read and executed object detection examples which only gives me a bounding box. I want to implement the following network from the paper Saliency detection by multi-context deep learning.
7298731-fig-3-source-large.gif

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