Wiktionary
hit the road
vb. 1 (context idiomatic English) To begin traveling in an automobile or other road vehicle. 2 (context idiomatic English) To leave a place; to go away.
Wikipedia
Hit the Road
Hit the Road (1941) is a crime comedy film featuring the Dead End Kids.