We believe creating AI/ML for geophysics should be easy-as.
This is a series of tutorial notebooks that demonstrates how to get started doing machine learning on seismic data. It is inspired by the Force 2020 Machine Learning Contest.
The first notebook shows how to easily access, slice and visualize the Ichthys3D seismic data from the cloud. After this step, the data is ready to stream directly to your machine learning models.
References
- Bormann P., Aursand P., Dilib F., Dischington P., Manral S. 2020. 2020 FORCE Machine Learning Contest. https://github.com/bolgebrygg/Force-2020-Machine-Learning-competition
- The Ichthys Seismic dataset is provided courtesy of Geoscience Australia and is available under CC BY 4.0 license