System and method for home façade feature measurement in a geographic region

A method of home exterior feature detection and analysis, wherein a geographic area of interest and home exterior features of interest are received on a graphical user interface as input, the method comprising:

• storing the geographic area of interest;
• retrieving addresses of all houses within the geographic area of interest;
• retrieving and storing raw street level images of houses for each of the retrieved addresses;
• cropping the raw street level images to remove portions of adjacent houses in the images;
• storing the cropped images;
• providing the stored cropped images to a Machine Learned Model trained with a training set of street level images of houses with one or more exterior features labeled;
• identifying the home exterior features of interest in the cropped images by way of the Machine Learned Model
• processing output of the Machine Learned Model by converting pixels of the identified exterior features into area dimensions;
• and
• quantifying two-dimensional areas of the identified exterior features in one or more of the cropped images.