Salient object detection using matlab r2019 a

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.