Predicting Portland Home Prices



General example on how to use Keras machine learning library to predict home values similar to Zillow’s Zestimate.

In summary, I learned a ton doing this project and overcame several significant hurdles. The biggest hurdles I encountered were figuring out how to scrape Redfin images and how to work with the VGG16 model. I found the Keras documentation to still be pretty minimal and so it was a lot of trial and error in getting it working.