Rebecca Hall Morgan Freeman film set movie Johnny Depp Paul Bettany

Johnny Depp, with his new short 'do, headed to the set of his upcoming film Transcendence, on Saturday.

After spending time with lady love Amber Heard at the Rolling Stone show two weeks ago, the actor is back to work on the LA set.

The film focuses on two leading computer scientists -- played by Depp and co-star Paul Bettany -- working toward their goal of Technological Singularity, as a radical anti-technology organization fights to prevent them from creating a world where computers can transcend the abilities of the human brain. It also stars Morgan Freeman and Rebecca Hall.