According to authorities, the investigation is underway along the 300 block of Pittman Road, near a church and a hotel.
Police say the babies look like they had just been born on the ground.
On a sidewalk around the corner officers found a woman who they say clearly had just given birth.
She was taken to a nearby hospital.
Police are still on the scene investigating.
This is a developing story. Stay with us for updates.