The 49-year-old woman, identified as Detra Young, suffered three gunshot wounds to the body and later died. The 20-year-old man was hit four times and is recovering.
There is no word from police on a motive.
Anyone with information is asked to call CrimeStoppers at (800) 577-TIPS. All calls are strictly confidential.