waldeland / CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
☆153Updated 3 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
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆134Updated 5 years ago
- Software for detection of given facies☆57Updated 5 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆121Updated 2 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆80Updated 2 years ago
- Geophysical Tutorials column for 2017☆99Updated 6 years ago
- Automatic fault interpretation with optimal surface voting☆58Updated 5 years ago
- Geophysical Tutorials for 2016☆104Updated 5 years ago
- Seismic image processing for geologic faults☆77Updated 9 years ago
- Notebooks with examples and demos of segyio☆131Updated last year
- Deep-learning inversion: A next-generation seismic velocity model building method☆192Updated 2 years ago
- ☆37Updated 4 years ago
- ☆24Updated 4 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆157Updated 11 months ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆224Updated 2 years ago
- Python viewer for SEG-Y files☆111Updated 5 years ago
- Geophysical Tutorials column for 2018☆122Updated 4 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆241Updated 3 years ago
- Teaching material for ErSE 210 Seismology course☆117Updated 6 months ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 4 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆50Updated 5 years ago
- Pure python seismic data processing☆70Updated 4 months ago
- Geophysical Tutorials for 2014☆43Updated 3 years ago
- T21 tutorial using Volve data☆30Updated 2 years ago
- First break picking in seismic gather☆117Updated 9 months ago
- ☆23Updated 3 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆71Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 8 months ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Bag of really useful geoscience equations and stuff☆286Updated last year