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This capstone project was completed for the Winter 2018 Galvanize Data Science Immersive program. The project aid users in rooting out the usage of fake images on the internet by automatically scraping web pages related to a topic of interest, cross referencing the images from each each web page with a directory of known fake images, and identifying which images match the fakes with high accuracy.