Datasciensyash / SeismicNetLinks
Seismic horizons detecting neural network
☆39Updated last year
Alternatives and similar repositories for SeismicNet
Users that are interested in SeismicNet are comparing it to the libraries listed below
Sorting:
- 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
- ☆39Updated 5 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 3 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
- First break picking in seismic gather☆126Updated 2 weeks ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆85Updated last week
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆258Updated 3 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆57Updated 6 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆44Updated 6 years ago
- Seismic Foundation Model☆121Updated 11 months ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆92Updated 6 months ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆207Updated 3 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆32Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆85Updated 3 years ago
- Generating seismic data and associated labels to train deep learning networks.☆96Updated 8 months ago
- Software for detection of given facies☆60Updated 6 years ago
- Seismic data processing with ML and deep learning☆69Updated 6 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆19Updated 5 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆243Updated 6 months ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆56Updated 5 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Updated 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
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆115Updated 4 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- Notebooks for basic VSP processing☆35Updated 2 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Contains codes for our work on active learning on seismic interpretation.☆10Updated 2 years ago
- Automated Well-Tie☆37Updated 2 years ago