1. A system for identifying text in an image, comprising: at least one processor; and memory including instructions that, when executed by the at least one processor, cause the system to: receive the image captured by a computing device; detect text in the image using a predetermined set of text detection parameters; identify one or more regions in the image, each of the one or more image regions covered by at least a portion of the detected text; determine that the detected text is recognized; measure one or more parameter metrics of each of the one or more image regions; determine that one or more predetermined conditions are met; adjust the text detection parameters or at least one text detection method applying to the image based on the measured one or more parameter metrics; apply the adjusted text detection parameters or the adjusted at least one text detection method to the respective image region of the image; and provide, in response to the quantity of recognized text being less than a threshold lower limit within a predetermined time, a notification to disable a text identification function on the computing device or automatically disabling the text identification function on the computing device.