Chopper 6 was over the scene around 2:00 p.m. as police caught up with the two suspects in the area of Gurney and 2nd streets.
Police say the suspects ran onto some train tracks after abandoning their Acura, but were quickly apprehended.
Authorities say this all started after a reported shooting on the 200 block of West Stella Street.
There they found a man shot twice in the leg.
It's not clear what prompted the shooting.