DETROIT, MI -- The Detroit Police Department’s Sex Crime Unit on Thursday released sketches of two men being sought after the rape of a 40-year-old woman on the city's west side.

The victim was asleep in her home on Grandmont Avenue near Warren Avenue around 3 a.m. Tuesday when the men entered her home and assaulted her before fleeing in the woman's 2006 white Infinity truck, license plate CEF 9963, according to police.

Suspect No. 1 is described as a black male, 20-25 years old, 6 feet tall with a thin build, dark complexion and a slight mustache and goatee. He was wearing a black baseball cap and a red hooded sweatshirt at the time of the crime.

Suspect No. 2 is described as a black male in his 40s, 5-foot-10 with a heavy build, dark complexion a slight mustache and goatee, short hair, and thick eyebrows.

Police believe there was a third suspect involved, but had no detailed description of the man.

Anyone with information is asked to contact the Sex Crimes unit at 313-596-1950, or anonymously through Crime Stoppers at 1-800-SPEAK- UP, (1-800-773-2587), www.1800speakup.org, or via text to CRIMES (274637) with "CSM" in the message.

Follow Khalil AlHajal on Twitter @DetroitKhalil or on Facebook at Detroit Khalil. He can be reached at kalhajal@mlive.com or 313-643-0527.