Harnessing rooftop solar photovoltaic potential in Islamabad, Pakistan
DL models like Mask R–CNN and Deeplab-v3 are trained on extensive custom datasets for solar panels and rooftops extraction. The study delineated 19,000 solar arrays, covering an area