this can handle image instance segmentation?

[jerome]

i wanna use graph cut to segment instances in an image ,is it helpful ?

[Hakim Benoudjit]

You can look at the second example in the tutorials section as a segmentation problem.

So yes, normally graph cuts work for segmentation problems, plus they take into account the spatial proximity between pixels.