Robert Downey Jr. has been cast as Sherlock Holmes in Guy Ritchie’s new film about the Baker Street detective.

The Iron Man star will begin filming for his new gig this October.

As opposed to another upcoming Sherlock Holmes film starring Sacha Baron Cohen and Will Ferrell, Ritchie’s Holmes tale will take inspiration directly from Sir Arthur Conan Doyle’s classic novels.