8. A computing device, comprising: at least one processor; a touch display component; an image capturing component; a memory device including instructions that, when executed by the at least one processor, cause the computing device to: receive a selection of characters from a set of characters, the set of characters corresponding to text from image data captured using a camera of a computing device; send a request for at least one alternative character corresponding to the selection of characters; receive the at least one alternative character corresponding to the selection of characters, the at least one alternative character determined using a user specific confusion matrix; display the at least one alternative character; receive a selection related to the at least one alternative character; and update the set of characters based on the selection.
8. A computing device, comprising: at least one processor; a touch display component; an image capturing component; a memory device including instructions that, when executed by the at least one processor, cause the computing device to: receive a selection of characters from a set of characters, the set of characters corresponding to text from image data captured using a camera of a computing device; send a request for at least one alternative character corresponding to the selection of characters; receive the at least one alternative character corresponding to the selection of characters, the at least one alternative character determined using a user specific confusion matrix; display the at least one alternative character; receive a selection related to the at least one alternative character; and update the set of characters based on the selection. 14. The computing device of claim 8 , wherein the instructions, when executed by the at least one processor, further enable the computing device to: obtain the set of characters from an OCR process executed on the image data; receive, from the OCR process a confidence score for each character in the set of characters; and request the at least one alternative character for each character in the set of characters having a confidence score lower than a threshold.