gilgtc/houzz-analysis

houzz-analysis

If using Hilbert Curve to sort colors you need the hilbert.py found on this page: http://www.tiac.net/~sw/2008/10/Hilbert

Houzz is a website that serves as a platform for home remodeling. It is a technology company at heart and through the use of intelligent data it hosts a community of more than 40 million homeowners home design enthusiasts and home improvement professional across the country and around the world. It brings together homeowners and home professionals in a unique way.

In this repo I include code to sample of photographs found on the Houzz website to learn what are the most common colors among different rooms types commonly found in a Houzz home (bathroom, kitchen, etc). There is also a file with several classification machine learning models using pixel color alone to classify photographs into different room types (as expected, the models are very poor given just the pixel colors).