The duo has been identified as Sahil Sardar (18) and Raj Nirman (19), who was making the video near a police van.
Apart from the two arrested, a juvenile was also detained. He was later handed over to his parents considering his age.
A case has been registered against the duo and an investigation is underway.
( With inputs from ANI )