(CNN) -- George Zimmerman was taken into custody Monday after an apparent domestic altercation with his wife and her father at a home in Lake Mary, Florida, police said.
"As of right now, (George Zimmerman) has been placed in investigative detention," Lake Mary police spokesman Zach Hudson said.
The incident comes two months after Zimmerman, a neighborhood watch volunteer, was found not guilty of murder in the shooting death of Trayvon Martin in Sanford, Florida.
Hudson said a gun was found in the Lake Mary home, but he added that it was not a part of the altercation.
Shellie Zimmerman, who filed for divorce last week, was the one to call 911, Hudson said.
Hudson added that police are following procedure by placing Zimmerman in investigative detention.
"Anytime we have anybody suspected of doing anything, we place them in investigative detention until a complete investigation has been done," Hudson said.
Lake Mary is a suburb of Orlando near Sanford.