microsoft / seismic-deeplearningLinks
Deep Learning for Seismic Imaging and Interpretation
☆456Updated 5 years ago
Alternatives and similar repositories for seismic-deeplearning
Users that are interested in seismic-deeplearning are comparing it to the libraries listed below
Sorting:
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆248Updated 8 months ago
- Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation☆158Updated 4 years ago
- Notebooks with examples and demos of segyio☆142Updated 2 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆271Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆86Updated 3 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆131Updated 3 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆213Updated 3 years ago
- First break picking in seismic gather☆129Updated 2 months ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Updated 6 years ago
- Bag of really useful geoscience equations and stuff☆300Updated 2 years ago
- Teaching material for ErSE 210 Seismology course☆131Updated last month
- Software for detection of given facies☆60Updated 6 years ago
- Geophysical Tutorials column for 2017☆102Updated 7 years ago
- ☆40Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆172Updated 3 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆56Updated 6 years ago
- Seismic image processing for geologic faults☆86Updated 10 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆167Updated last year
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆76Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- Python viewer for SEG-Y files☆123Updated 6 years ago
- Machine Learning/ Deep Learning processing Seismic data☆30Updated 5 years ago
- Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel☆130Updated last year
- Seismic Waveform Inversion Toolbox☆259Updated 2 years ago
- ☆40Updated 5 years ago
- Seismic data processing with ML and deep learning☆74Updated 6 years ago
- Generating seismic data and associated labels to train deep learning networks.☆108Updated 10 months ago
- Automatic fault interpretation with optimal surface voting☆61Updated 6 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆152Updated 6 years ago
- Seismic Reservoir Modeling Python package☆113Updated last year