1. A method comprising: receiving, by a processing device, information for an identification of a data field in a physical document; receiving, by the processing device, a video stream comprising a plurality of frames, wherein each frame comprises a portion of the physical document; selecting, by the processing device, a frame from the plurality of frames in the video stream; identifying, by the processing device, one or more text regions in the selected frame; processing, by the processing device, each of the one or more identified text regions of the selected frame to determine data of each of the one or more identified text regions of the selected frame, and to select data of one of the one or more identified text regions that corresponds to a set of attributes associated with the data field; comparing, by the processing device, the data of the one of the one or more identified text regions of the selected frame with data of one or more text regions of a subsequent frame; updating, by the processing device, the data of the one of the one or more identified text regions of the selected frame if the data of the one or more text regions of the subsequent frame is a closer match to the set of attributes; and providing, by the processing device, a display field comprising the data of the one of the one or more identified text regions for presentation in a user interface.