Consider the rate of external innovation in machine learning algorithms exceeds that of internal organization-specific development.
"To create the most accurate seismic images and 3D renderings, TGS is hoping Kaggle’s machine learning community will be able to build an algorithm that automatically and accurately identifies if a subsurface target is salt or not."
Check out the Kaggle Salt Identification Challenge - click on this link
https://www.kaggle.com/c/...tgs+competition+2018 Join the fun.