waldeland / CNN-for-ASILinks
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
☆158Updated 4 years ago
Alternatives and similar repositories for CNN-for-ASI
Users that are interested in CNN-for-ASI are comparing it to the libraries listed below
Sorting:
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆136Updated 6 years ago
- Software for detection of given facies☆60Updated 6 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆130Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆86Updated 3 years ago
- Geophysical Tutorials column for 2017☆102Updated 7 years ago
- Automatic fault interpretation with optimal surface voting☆59Updated 6 years ago
- Notebooks with examples and demos of segyio☆140Updated 2 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆70Updated 5 years ago
- Machine learning contest - October 2016 TLE☆197Updated 8 years ago
- Geophysical Tutorials for 2016☆106Updated 6 years ago
- Deep Learning for Seismic Imaging and Interpretation☆450Updated 5 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆29Updated 6 years ago
- Geophysical Tutorials column for 2018☆129Updated 5 years ago
- Machine Learning/ Deep Learning processing Seismic data☆29Updated 5 years ago
- Seismic image processing for geologic faults☆86Updated 10 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆210Updated 3 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆166Updated last year
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆23Updated 5 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆261Updated 4 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Updated 6 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆245Updated 7 months ago
- Data and ipython notebook for my talk at Scipy2014.☆56Updated 11 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆45Updated 6 years ago
- T21 tutorial using Volve data☆33Updated 2 years ago
- Python viewer for SEG-Y files☆119Updated 5 years ago
- seismic-well tie in Python☆33Updated last year
- First break picking in seismic gather☆126Updated last month
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆26Updated 7 years ago