dGB Earth Sciences

OpendTect Machine Learning - Knowledge Base


The webinar video: OpendTect Webinar: Accelerating the Time from Machine Learning R&D to Deployment is now online!


Getting started with Machine Learning in OpendTect

To get started with Machine Learning in OpendTect several datasets are provided on TerraNubis with wich all plugins are available for all users. There is of course F3 offshore the Netherlands, Penobscot and recently two more sets were added in support of FORCE competition, they can be found on TerraNubis.

Follow the steps below to install OpendTect 6.6 and download the complete datasets.

OpendTect Machine Learning Developers' Community on Discord

OpendTect ML Dev Community on Discord
Join the OpendTect Machine Learning Developers' Community on Discord.
For more information on how to become a member and be part of the Community please read the FAQ.

Videos

Documentation

User documentation

System Requirements

Development

Workflows

Published Articles

FAQ

GitHub repositories

  • dgbpy is a framework for research and deployment of machine learning models from seismic and well data
  • odpy is a framework for research and deployment that allows for basic interactions with the OpendTect software and database
  • OpendTect-ML-Dev contains examples on how to develop your own Machine Learning tools and workflows. Also it includes examples used in webinars.

Code examples and data