Deep Lab is merging boundaries/masks of persons

[rafay-ah]

I am using deep lab v3 to blur certain people based on the outputted segmentation mask. The solution works as it should in normal cases, but when we have 2 people standing close to each other it merges them into a single entity. What i need is separate mask for every person so that they can be blurred.

Sample Input : https://i.stack.imgur.com/UFReD.jpg

Model Output : https://i.stack.imgur.com/wsgRr.png

I need the output in which individual people are separated distinctively(highlighted by red line)