People stand on a cargo train after it derailed in the sprawling Nairobi slum of Kibera.

Story highlights

NEW: At least five people are taken to a local hospital

NEW: Rescue efforts are under way to free trapped residents

Kibera is one of Africa's largest slums

A railway passes through the neighborhood

CNN  — 

A cargo train derailed and crashed into homes Sunday in a sprawling Kenyan slum, the Red Cross said.

Rescue efforts are under way to free residents trapped in damaged homes in the capital city of Nairobi, the agency said.

At least five people were transported to a local hospital, Red Cross said on its Twitter page.

Kibera – one of Africa’s largest slums – is filled with rows of homes made from a mixture of mud, tin, wood and concrete. A railway passes through the neighborhood.

The settlement is home to hundreds of thousands.

CNN’s Christabelle Fombu contributed to this report