Text By the Bay 2015: Shourabh Rawat, Organizing Real Estate Photo Collections with Deep Learning

Real Estate Websites like Trulia and Zillow host millions of property listings, with each listing consisting of rich textual description and images of the property. While rich in information, the discoverability of this data is limited by its unstructured nature. For Example, How do we learn if granite countertops is an interesting real estate term. And if it is, how can we assign it to one of the many photos associated with the property. In this talk we detail our approach to organize Trulia s unstructu