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YouTubeAdvertisementDetector

Detector of blogger advertisements in YouTube videos

Goal of project: to develop Web browser extension to detect and automatically skip advertisements in YouTube videos which where inserted by blogger at video editing stage.

Components:

  1. AdMark - web application to markup advertisements in videos to collect training data.
  2. AdDetectorModel - consists of main logic for detecting ads.
  3. AdDetectorChromeExtension - browser extension for Google Chrome that requests location of ads from server by video identifier and automatically skips these parts of video.
  4. AdDetectorServer - REST server that responds to queries from browser extension and translate queries to workers via message queue.
  5. AdDetectorWorker - handler of queries, it gets queries from server via message queue, uses model to detect ads and saves results to database.

Component Diagram