Machine Learning System to Learn what Users Find Attractive in On-line Photographs

Publication Year:
2014
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Downloads 54
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Repository URL:
http://repository.uwyo.edu/ugrd/2010_UGRD/Presentations/92
Author(s):
MacLellan, Christopher
article description
In this presentation I will present a machine learning system that learns what computer users find attractive in profile images (containing frontal face shots) from the web. Once the system is trained to a given user it will then be able to predict that user's future attractiveness rating (on a scale of 1-10) of profile images from the web. This technology has numerous applications, one example being On-line dating websites that would be able to match couples that would find each others images attractive in addition to just profile matching.