When publishers distribute online videos, e.g. YouTube videos, they do not receive a commission or advertising fee for their efforts. With our platform, any web publishers -- be it a blogger of CNN news -- can easily place aesthetic and contextually relevant product recommendations alongside the multimedia content. Furthermore, our platform respects the viewer's privacy and bases these product recommendations solely on the video's content.


  • 2 Berkeley deep learning and HCI PhD students
  • high-end designer; high-end web developer

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