Fort Myers Police surrounded a home along Price Road near Martin Luther King Boulevard. They have since removed the crime scene tape.
Witnesses say they heard between 30 and 40 gunshots during a birthday party.
Many officers have now left the scene but we still do not know what could have caused the possible shooting or if anyone was injured.
WINK News will continue to keep you updated on this developing story.