  In a densely populated city like Dhaka (Bangladesh), a growing number of
high-rise buildings is an inevitable reality. However, they pose mental health
risks for citizens in terms of detachment from natural light, sky view,
greenery, and environmental landscapes. The housing economy and rent structure
in different areas may or may not take account of such environmental factors.
In this paper, we build a computer vision based pipeline to study factors like
sky visibility, greenery in the sidewalks, and dominant colors present in
streets from a pedestrian's perspective. We show that people in lower economy
classes may suffer from lower sky visibility, whereas people in higher economy
classes may suffer from lack of greenery in their environment, both of which
could be possibly addressed by implementing rent restructuring schemes.
