Deshmukh, a senior Congress leader and a Union Minister, passed away at a Chennai hospital earlier this month.
Maharashtra Minister for Social Justice Shivajirao Moghe said the urn would be taken in procession to Congress office from the railway station.
Aftar all-religion prayers, it would be taken to Ramtek for immersion in the evening.