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Blacklight has partnered with Image Analyzer to offer machine learning-based image categorization. The technology can categorize images and videos into various categories such as alcohol, drugs, extremism, and more. Users can choose specific categories of interest or run all categories during the initial data ingestion process. The tool also allows for the categorization of images at any time in the future. Video threat category analysis is also available in Blacklight's media view.