No. In case of new registrations and voluntary registrations, input tax credit can be availed only on the stock held (inputs, semi-finished goods or finished goods) preceding the day when he is liable to pay tax or preceding to the date of grant of voluntary registration. Therefore, Input service and capital goods lying in stock shall not be eligible for ITC.
(ICAI FAQ PUBLICATION 06-09-2017 -: Availability of Credit in special circumstances: FAQ NO.24)