A method and/or system for screenshot orientation detection may include performing an initial optical character recognition (OCR) and/or an initial face recognition technique on a screenshot of an application. A determination of whether the screenshot orientation is correct may be made based on, for example, the initial OCR and/or the initial face recognition technique. In an event when the screenshot orientation is not correct, a determination of a correct screenshot orientation may be made. In this regard, the screenshot may be rotated (e.g., by a predetermined number of degrees). A subsequent OCR and/or a subsequent face recognition technique may be performed on the rotated screenshot. A determination may be made whether the screenshot orientation of the rotated screenshot is correct based on, for example, the subsequent OCR and/or the subsequent face recognition technique.