A couple of python scripts to interpret geological structures from geophysical images using deep learning
☆258May 9, 2025Updated last year
Alternatives and similar repositories for seismic_deep_learning
Users that are interested in seismic_deep_learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Learning for Seismic Imaging and Interpretation☆468Sep 18, 2020Updated 5 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆79Aug 10, 2022Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆89May 14, 2022Updated 4 years ago
- Notebooks with examples and demos of segyio☆143Oct 10, 2023Updated 2 years ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆51Oct 28, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆71Feb 29, 2024Updated 2 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆221Aug 28, 2022Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆92Nov 14, 2019Updated 6 years ago
- Seismic data processing with ML and deep learning☆77Oct 16, 2019Updated 6 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆35Dec 22, 2019Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Dec 9, 2019Updated 6 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31May 14, 2022Updated 4 years ago
- A couple of tutorials showing how to extract faults from raster data using the fault analysis toolbox☆17Oct 9, 2023Updated 2 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆142Nov 18, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- data-driven seismic horizon tracking using non-local dynamic time warping☆50Sep 23, 2019Updated 6 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆44Apr 22, 2026Updated last month
- Seismic Reservoir Modeling Python package☆121Jul 11, 2024Updated last year
- A python module for the analysis of faults in raster data☆27Feb 15, 2023Updated 3 years ago
- Teaching material for ErSE 210 Seismology course☆135Dec 30, 2025Updated 5 months ago
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 years ago
- Compress and decompress seismic data☆74Apr 28, 2026Updated last month
- seismic-well tie in Python☆35Nov 28, 2024Updated last year
- ☆15Apr 6, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆153Aug 16, 2019Updated 6 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆42Sep 15, 2020Updated 5 years ago
- T21 tutorial using Volve data☆35Mar 15, 2023Updated 3 years ago
- Transform seismic segy to logs using Machine Learning☆15Jan 9, 2019Updated 7 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆169May 10, 2024Updated 2 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆20Jan 13, 2022Updated 4 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆283Nov 29, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Seismic horizons detecting neural network☆43Jul 25, 2024Updated last year
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆20Nov 21, 2021Updated 4 years ago
- Create synthetic seismic volumes with various labelled river channels.☆23Aug 3, 2025Updated 10 months ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Mar 24, 2023Updated 3 years ago
- Automated Well-Tie☆41Apr 26, 2023Updated 3 years ago
- SEGY Swiss Army Knife for Seismic Data☆121Aug 21, 2025Updated 9 months ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆99Apr 27, 2025Updated last year