Hello Shankar,

It may or may not possible because your college must accept your decision of leaving.The may ask you to pay the fee for the entire course to leave.Kindly take this matter to your Administration they may help you with the terms and condition for leaving/transfer in the middle of the course.If you accept those terms and conditions then you may have to do the necessary.

I hope this is helpful to you.