Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
☆80Aug 10, 2022Updated 3 years ago
Alternatives and similar repositories for CNNforFaultInterpretation
Users that are interested in CNNforFaultInterpretation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆72Feb 29, 2024Updated 2 years ago
- ☆15Apr 6, 2023Updated 3 years ago
- How to convert segy file to numpy format.☆31Jan 7, 2023Updated 3 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆264May 9, 2025Updated last year
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆54Jul 14, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Generating synthetic seismic data using pix2pix for fault detection model training☆10Mar 19, 2024Updated 2 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆100Apr 27, 2025Updated last year
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆288Nov 29, 2021Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆92May 14, 2022Updated 4 years ago
- ☆15Jul 6, 2022Updated 4 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Nov 12, 2019Updated 6 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆35Dec 22, 2019Updated 6 years ago
- ResACEUnet: An improved Transformer Unet Model for 3D seismic fault detection☆35May 22, 2026Updated 2 months ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Seismic Fault Detection using CNN model☆15Sep 26, 2022Updated 3 years ago
- Seismic image processing for geologic faults☆90May 18, 2015Updated 11 years ago
- Contains codes for our work on active learning on seismic interpretation.☆11May 16, 2023Updated 3 years ago
- ☆43Nov 18, 2020Updated 5 years ago
- We have used Mihai's PetroGG and modified the program to be used with our shaley-sand Gulf Coast data. In this version we are using Vshal…☆13Jan 4, 2020Updated 6 years ago
- Automatic fault interpretation with optimal surface voting☆62Sep 5, 2019Updated 6 years ago
- fault picking with 3D-UNets☆39Nov 22, 2022Updated 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…☆73Apr 17, 2020Updated 6 years ago
- A python package for the damped rank reduction method and its variants.☆12Sep 21, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆56Nov 26, 2025Updated 8 months ago
- Seismic Foundation Model☆160Dec 23, 2025Updated 7 months ago
- Deep Learning for Seismic Imaging and Interpretation☆474Sep 18, 2020Updated 5 years ago
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Jun 16, 2024Updated 2 years ago
- Python utility for formation evaluation and petrophysical analysis support☆45Nov 29, 2025Updated 7 months ago
- Create synthetic seismic volumes with various labelled river channels.☆24Aug 3, 2025Updated 11 months ago
- ☆25Sep 24, 2021Updated 4 years ago
- Supplement to Three common statistical missteps we make in reservoir characterization☆14Nov 15, 2024Updated last year
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆144Jul 10, 2026Updated 2 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆36Aug 11, 2021Updated 4 years ago
- Transform seismic segy to logs using Machine Learning☆15Jan 9, 2019Updated 7 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆48Jul 25, 2024Updated 2 years ago
- ☆35Apr 7, 2024Updated 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
- We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selec…☆13Apr 5, 2022Updated 4 years ago
- ☆27Oct 13, 2020Updated 5 years ago