anyuzoey / CNNforFaultInterpretationLinks
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
☆75Updated 3 years ago
Alternatives and similar repositories for CNNforFaultInterpretation
Users that are interested in CNNforFaultInterpretation are comparing it to the libraries listed below
Sorting:
- ☆40Updated 5 years ago
- Generating synthetic seismic data using pix2pix for fault detection model training☆10Updated last year
- ☆24Updated 4 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Seismic data processing with ML and deep learning☆74Updated 6 years ago
- Convolutional neural network for seismic impedance inversion☆89Updated 6 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…☆51Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆86Updated 3 years ago
- Seismic Foundation Model☆130Updated 3 weeks ago
- Seismic Fault Detection using CNN model☆11Updated 3 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆20Updated 4 years ago
- Neural network based petrophysical property inversion☆40Updated 5 years ago
- Create synthetic seismic volumes with various labelled river channels.☆18Updated 5 months ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆14Updated last year
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆43Updated 3 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Updated 5 years ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆120Updated 6 months ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆27Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Open source code for "cigFacies: a massive-scale benchmark dataset of seismic facies and its application"☆18Updated 3 weeks ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆269Updated 4 years ago
- Demo of the Seismic Canvas project.☆83Updated 5 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- FaultSeg3D的pytorch版本☆21Updated last year
- Automated Well-Tie☆39Updated 2 years ago
- Automatic fault interpretation with optimal surface voting☆61Updated 6 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆97Updated 8 months ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆47Updated 6 years ago
- Contains codes for our work on active learning on seismic interpretation.☆11Updated 2 years ago