The main question we address is as follows: can you predict what year a movie came out based on the visual properties of the movie poster? According to the representational approach to art, the value of a piece of art is correlated with how differently lined pattern of each poster represents a main actor, fonts, also background. We thus predict that movie poster with more realistic poster will be more popular than those with less realistic posters.