Propaganda Video Identification
This tool can be used to automatically pre-classify a large number of videos without actually watching them. It can act as a binary classifier that identifies videos belonging to a specific category (e.g. propaganda video) according to their content. Given a hard drive containing videos, the tool can scan all the videos and quickly detect which of the videos contain relevant content, as well as the exact scenes within the video where the relevant content has been detected. Thus, it can work even in cases where the related content (e.g. propaganda video) is hidden on purpose within irrelevant videos.

The tool is based on an appropriately designed deep learning architecture, which processes the visual and audio information of the video simultaneously in two streams.