5. A device comprising: one or more processors operable to: send, to one or more servers in communication with the device via a network, at least a portion of a first frame of image data including at least a first captured textual item within a first bounding box corresponding to a region of the first frame; receive, from the one or more servers, first recognized text corresponding to the first captured textual item; send, to the one or more servers, at least a portion of a second frame of image data including at least a second captured textual item within a second bounding box corresponding to a region of the second frame; receive, from the one or more servers, second recognized text corresponding to the second captured textual item; compare first characters of the first recognized text with second characters of the second recognized text, wherein comparing the first characters with the second characters includes: determine an edit distance between the first recognized text and the second recognized text, and determine that the edit distance satisfies an edit distance threshold, wherein the edit distance threshold depends on a type of at least one of the first recognized text or of the second recognized text; determine an overlap of the first bounding box relative to the second bounding box; determine that the first captured textual item matches the second captured textual item based at least in part on (i) the comparison of characters of the first recognized text with characters of the second recognized text and (ii) the overlap; generate merged text based at least in part on the first recognized text and the second recognized text; and display, on a display, the merged text.
5. A device comprising: one or more processors operable to: send, to one or more servers in communication with the device via a network, at least a portion of a first frame of image data including at least a first captured textual item within a first bounding box corresponding to a region of the first frame; receive, from the one or more servers, first recognized text corresponding to the first captured textual item; send, to the one or more servers, at least a portion of a second frame of image data including at least a second captured textual item within a second bounding box corresponding to a region of the second frame; receive, from the one or more servers, second recognized text corresponding to the second captured textual item; compare first characters of the first recognized text with second characters of the second recognized text, wherein comparing the first characters with the second characters includes: determine an edit distance between the first recognized text and the second recognized text, and determine that the edit distance satisfies an edit distance threshold, wherein the edit distance threshold depends on a type of at least one of the first recognized text or of the second recognized text; determine an overlap of the first bounding box relative to the second bounding box; determine that the first captured textual item matches the second captured textual item based at least in part on (i) the comparison of characters of the first recognized text with characters of the second recognized text and (ii) the overlap; generate merged text based at least in part on the first recognized text and the second recognized text; and display, on a display, the merged text. 10. The device of claim 5 , wherein at least a portion of the displayed text is actionable to cause a computing event to occur.