Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
☆161Sep 13, 2021Updated 4 years ago
Alternatives and similar repositories for CNN-for-ASI
Users that are interested in CNN-for-ASI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Nov 12, 2019Updated 6 years ago
- Software for detection of given facies☆60Sep 15, 2019Updated 6 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆92May 14, 2022Updated 4 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆141Nov 18, 2022Updated 3 years ago
- Fast Python library for SEGY files.☆581Dec 3, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- fault picking with 3D-UNets☆39Nov 22, 2022Updated 3 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆290Nov 29, 2021Updated 4 years ago
- Deep Learning for Seismic Imaging and Interpretation☆475Sep 18, 2020Updated 5 years ago
- Machine Learning/ Deep Learning processing Seismic data☆31Jul 29, 2020Updated 6 years ago
- Automatic fault interpretation with optimal surface voting☆62Sep 5, 2019Updated 6 years ago
- ☆25Sep 24, 2021Updated 4 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆26Nov 5, 2018Updated 7 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- Notebooks with examples and demos of segyio☆144Oct 10, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Framework for computing seismic attributes with Python.☆48Jul 27, 2023Updated 3 years ago
- Seismic Tuning Wedge calculator using PyQT☆21Feb 25, 2020Updated 6 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆171May 10, 2024Updated 2 years ago
- Bag of really useful geoscience equations and stuff☆312Dec 19, 2023Updated 2 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆221Aug 28, 2022Updated 3 years ago
- More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge☆36Oct 26, 2021Updated 4 years ago
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆23Jun 20, 2020Updated 6 years ago
- Machine learning contest - October 2016 TLE☆204Feb 3, 2017Updated 9 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆263May 9, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Various plugins for the open source seismic interpretation system - OpendTect☆40Feb 12, 2026Updated 6 months ago
- ☆57Feb 14, 2019Updated 7 years ago
- Python Seismic Phase Picker and Associator☆102May 6, 2018Updated 8 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆38Sep 16, 2022Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆78Oct 27, 2020Updated 5 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆27Mar 1, 2022Updated 4 years ago
- Karst segmentation in 3D seismic images☆19Nov 24, 2020Updated 5 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆141May 6, 2022Updated 4 years ago
- ☆25Feb 28, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆37Apr 24, 2022Updated 4 years ago
- Compress and decompress seismic data☆73Apr 28, 2026Updated 3 months ago
- Neural network based petrophysical property inversion☆11Sep 29, 2019Updated 6 years ago
- Geophysical Tutorials column for 2018☆132Oct 30, 2020Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆95Nov 14, 2019Updated 6 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- 52 Things You Should Know About Geocomputing☆108Aug 8, 2025Updated last year