Voting in the first of seven rounds will be held in 91 parliament constituencies across 20 states and federally-administered regions. There are 543 seats at stake.
Security has been increased after seven people were killed in militant attacks in Kashmir and the east of the country including a state legislator from Prime Minister Narendra Modi's ruling party.
Modi is the front runner in the elections, results of which will be out on May 23.