yalaudah / facies_classification_benchmarkLinks
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).
☆128Updated 2 years ago
Alternatives and similar repositories for facies_classification_benchmark
Users that are interested in facies_classification_benchmark are comparing it to the libraries listed below
Sorting:
- Deep-learning seismic facies on state-of-the-art CNN architectures☆84Updated 3 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Updated 5 years ago
- Software for detection of given facies☆58Updated 6 years ago
- Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation☆155Updated 4 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆68Updated 5 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆42Updated 5 years ago
- Automatic fault interpretation with optimal surface voting☆57Updated 6 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- ☆38Updated 4 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 3 years ago
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- Seismic image processing for geologic faults☆84Updated 10 years ago
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 5 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆34Updated 5 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆255Updated 3 years ago
- Notebooks with examples and demos of segyio☆137Updated last year
- Deep-learning inversion: A next-generation seismic velocity model building method☆202Updated 3 years ago
- olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkThe repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆48Updated 3 years ago
- ☆24Updated 3 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆239Updated 4 months ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆160Updated last year
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- seismic-well tie in Python☆30Updated 9 months ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆42Updated last year
- T21 tutorial using Volve data☆33Updated 2 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆41Updated 2 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆25Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆55Updated 5 years ago