The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (accepted for publication in the SEG Interpretation Journal, May 2019).
☆73Apr 17, 2020Updated 6 years ago
Alternatives and similar repositories for facies_classification_benchmark
Users that are interested in facies_classification_benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆43Nov 18, 2020Updated 5 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆138Nov 12, 2019Updated 6 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆29Dec 27, 2018Updated 7 years ago
- Software for detection of given facies☆61Sep 15, 2019Updated 7 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆35Dec 22, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge☆36Oct 26, 2021Updated 5 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆93Oct 12, 2026Updated 2 weeks ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆144Nov 18, 2022Updated 3 years ago
- Seismic horizons detecting neural network☆44Jul 25, 2024Updated 2 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆81Aug 10, 2022Updated 4 years ago
- Software for SEG2020 abstracts☆16Apr 19, 2021Updated 5 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆296Nov 29, 2021Updated 4 years ago
- fault picking with 3D-UNets☆39Nov 22, 2022Updated 3 years ago
- Seismic Foundation Model☆172Sep 19, 2026Updated last month
- 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.
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆55Jul 14, 2021Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆198Dec 8, 2022Updated 3 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆26Mar 1, 2022Updated 4 years ago
- Deep Learning for Seismic Imaging and Interpretation☆478Sep 18, 2020Updated 6 years ago
- Fault detection software for seismic data☆14Sep 15, 2019Updated 7 years ago
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Jun 16, 2024Updated 2 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆52Sep 23, 2019Updated 7 years ago
- Seismic image processing for geologic faults☆91May 18, 2015Updated 11 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆265May 9, 2025Updated last year
- 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.
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Jan 25, 2022Updated 4 years ago
- A 3-dimensional image-guided paintbrush for seismic interpretation☆15Jul 7, 2017Updated 9 years ago
- ☆12Jul 7, 2024Updated 2 years ago
- AuScope Geomodels Portal back-end☆16May 19, 2026Updated 5 months ago
- Using Convolution Neural Network for Seismic Fault Mapping☆21Jul 10, 2021Updated 5 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆13Oct 28, 2019Updated 7 years ago
- Supervised modeling of depth-labeled core image and well log datasets☆21Jun 29, 2021Updated 5 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 5 years ago
- ☆72Feb 29, 2024Updated 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.
- Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".☆32Oct 12, 2026Updated 2 weeks ago
- ☆56Feb 14, 2019Updated 7 years ago
- A world of intelligent edge computing☆20Jan 28, 2022Updated 4 years ago
- ☆25Jul 2, 2022Updated 4 years ago
- Open source Windows Application in Python for Geosciences, Artificial Intelligence and Data Sciences - Initial stages, 2021☆13Dec 16, 2021Updated 4 years ago
- Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem☆11May 22, 2019Updated 7 years ago
- Data for the synthetic reservoir Stanford VI including EM modeling☆39Jan 29, 2013Updated 13 years ago