The accused, who had escaped from the police station, allegedly entered a residential area in Gandhinagar, Mandya, in an attempt to flee.
Local residents and passers-by became concerned after spotting him walking around while still wearing handcuffs.
Suspecting that something was amiss, residents immediately surrounded and chased him before managing to catch him and hand him over to the police.