QUANTIFYING BEAUTY OF HOUSES

Fall 2019

Purpose: Discover an automated method to measure curbside value using machine learning

Quantifying Beauty of Houses: Research

2,000 homes were rated on four elements on a scale from one to five to determine how attractive the home might be to the average person. Points of reference were provided for the computer to learn from such as the overall symmetry or the size of a window. A holistic score was calculated for each home to determine how attractive it is considered.

Quantifying Beauty of Houses: Text