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Blacklight, in partnership with image analyzer, offers new image categorization technology for machine learning based image analysis. Users can categorize images and videos based on a variety of categories including alcohol, drugs, weapons, extremism, and more. The process involves selecting the disk image, choosing picture analysis, and selecting specific threat categories of interest. This can be done during initial data ingestion or at any time in the future. Video threat category analysis is also available when viewing pictures in Blacklight's media view.