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microsoft/seismic-deeplearning

Microsoft's deep learning framework for seismic imaging and interpretation using segmentation algorithms.

468 stars Python Domain AppsComputer Vision
seismic-deeplearning
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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.

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