A.I. Assisted Geologic Mapping

This is a project that I started with my masters thesis.

My ultimate goal would be that this repository beacme a library of M.L trained models for different regions in the United States that anyone can download, train and use to generate geologic maps.

Initial Dataset

I tested multiple algorithms on the task of recognizing rock units using only color differences as a starting point to building a full fledged A.I assisted geologic mapping tool. The geologic setting is the Indio Ranch area near Van Horn, Texas. The data was collected using a 3DR solo and used Pix4D to generate the orthoimagery.

Geologic Setting:

https://www.google.com/maps/@30.7784293,-105.0187372,603m/data=!3m1!1e3

Here are the raw images in case you are interested:

https://www.dropbox.com/sh/419xnebqwfh6dcm/AAADeVF2sx-rRd8TpmjHFRyxa?dl=0