Media management system for video data processing and adaptation data generation

One or more computer storage media having computer-executable instructions embodied thereon that, when executed, by one or more processors, cause the one or more processors to perform a method for providing video data processing, the method comprising:

• accessing video data;
• determining, based on the video data, two or more optical character recognition (“OCR”) reference objects, wherein each of the two or more OCR reference objects comprises a frame of a video character processing scene of the video data, wherein a first frame of a first OCR reference object is different from a second frame of a second OCR reference object;
• executing a video character processing operation based on the two or more OCR reference objects comprising frames, wherein character processing operation comprises:
• aggregating a plurality of characters from the frames of the two or more OCR reference objects;
• and
• weighting the plurality of characters, wherein weighting comprises adjusting a weighted score corresponding to each of the plurality of characters based on a plurality of weighting attributes;
• and
• determining a recognized character from the video data based on voting on the plurality of characters, provided as candidate variants, in the frames of the two or more OCR reference objects.

A computer-implemented method for providing video data processing, the method comprising:

• accessing video data;
• determining, based on the video data, two or more optical character recognition (“OCR”) reference objects, wherein a first OCR reference object comprises a frame of a video character processing scene of the video data, and wherein a second reference object comprises an auxiliary reference object based on the video data, wherein the auxiliary reference object is an indirect reference object that is a derived input element used in determining the recognized characters;
• executing a video OCR operation on the video data based on the two or more OCR reference objects;
• and
• determining a recognized character from the video data based at least on the first OCR reference object and the auxiliary reference object.