New promotional pictures from the film have debuted online, showing Minogue sporting a trench coat and short hair as she faces a mysterious stranger.
Holly Motors follows 24 hours in the life of 'DL', a being who travels between the lives of a murderer, a family man, a beggar and more.
Eva Mendes and Denis Lavant also feature in the arthouse project, with stills being unveiled through sales company Wild Bunch's website.
Minogue began her showbiz career acting in Neighbours before moving into music. Her other screen credits include Street Fighter, Moulin Rouge! and the Doctor Who episode 'Voyage of the Damned'.
She will also feature opposite Riley Keough and Jena Malone in this year's Jack and Diane.
Watch Kylie Minogue in Moulin Rouge! below: