Using artificial intelligence tools to identify levels of violence in movies

For many in the film industry, seeing your film landed with an NC-17 rating from the Motion Picture Association of America (MPAA) is the kiss of death. With your film no longer accessible to viewers under 17, you are presented with a choice between limited box-office takings or expensive re-editing, or even reshooting, to meet the requirements of a more palatable R rating.

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