Automatic Advertisement Rating

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Presentation transcript:

Automatic Advertisement Rating Mentors: Dr. Mubarak Shah, Dong Zhang, Amir Mazaheri REU Student: Brian Mora

Project Outline Motivation Mid-level features Images Human data collection is time consuming, expensive Images Use convolutional Neural Networks to automatically rate advertisements Compare to baseline methods (Feature Extraction -> SVR) Videos Annotated Attributes http://sellingwithinsight.com/wp-content/uploads/2016/04/car-magazine-advertisement-astonmartinadcopy.jpg https://s-media-cache-ak0.pinimg.com/236x/07/72/ca/0772ca4044c8f30959009bf9bbeb5680.jpg http://designmodo.com/wp-content/uploads/2011/01/Tech-Advertisements-21.jpg