sgautam666 / CNN-Based-Seismic-Fault-PredictionLinks
Using Convolution Neural Network for Seismic Fault Mapping
☆18Updated 4 years ago
Alternatives and similar repositories for CNN-Based-Seismic-Fault-Prediction
Users that are interested in CNN-Based-Seismic-Fault-Prediction are comparing it to the libraries listed below
Sorting:
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 3 years ago
- Seismic data processing with ML and deep learning☆66Updated 5 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 2 years ago
- ☆38Updated 4 years ago
- 3D Fault Segmentation by U-Net☆54Updated 5 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆84Updated 3 months ago
- ☆24Updated 3 years ago
- Seismic Foundation Model☆111Updated 7 months ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆231Updated 3 months ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 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
- Automatic fault interpretation with optimal surface voting☆57Updated 5 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆252Updated 3 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆58Updated 5 years ago
- Open source code for "cigFacies: a massive-scale benchmark dataset of seismic facies and its application"☆13Updated 5 months ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆41Updated 5 years ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆104Updated 3 weeks ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆23Updated 3 years ago
- Demo of the Seismic Canvas project.☆83Updated 4 years ago
- Contains codes for our work on active learning on seismic interpretation.☆10Updated 2 years ago
- 3D Seismic VIZ, Working with Database☆11Updated 3 years ago
- T21 tutorial using Volve data☆31Updated 2 years ago
- Create realistic geological models with folds, faults and meandering river sediments.☆15Updated 3 years ago
- Generating seismic data and associated labels to train deep learning networks.☆76Updated 4 months ago
- 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
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago