A method, performed by an electronic device, for identifying a language of text in an image of an object is disclosed. In this method, the image of the object is received. The method includes detecting a text region in the image that includes the text and identifying a script of the text in the text region that is associated with a plurality of languages. Based on the plurality of languages associated with the script, the language for the text is determined.