microsoft/seismic-deeplearning
Microsoft's deep learning framework for seismic imaging and interpretation using segmentation algorithms.
Not currently ranked — collecting fresh signals.
star history
DeepSeismic provides machine learning pipelines for seismic data interpretation, specifically facies classification. It offers sample Jupyter notebooks, swappable deep learning models with configuration-driven training scripts, and cv_lib/interpretation utilities. The repository enables geophysicists to train and test neural network segmentation models on seismic data using Azure infrastructure.
Frequently asked
- What is microsoft/seismic-deeplearning?
- Microsoft's deep learning framework for seismic imaging and interpretation using segmentation algorithms.
- Is seismic-deeplearning open source?
- Yes — microsoft/seismic-deeplearning is open source, released under the MIT license.
- What language is seismic-deeplearning written in?
- microsoft/seismic-deeplearning is primarily written in Python.
- How popular is seismic-deeplearning?
- microsoft/seismic-deeplearning has 471 stars on GitHub.
- Where can I find seismic-deeplearning?
- microsoft/seismic-deeplearning is on GitHub at https://github.com/microsoft/seismic-deeplearning.