Shubhamai / seismic-facies-identificationLinks
This repo is based on the Shubhamai solutions of AICrowd Facies Identification Challenge in which we need to create a ML/DL Model to do pixel classification by taking 3D images.
☆14Updated 3 years ago
Alternatives and similar repositories for seismic-facies-identification
Users that are interested in seismic-facies-identification are comparing it to the libraries listed below
Sorting:
- Deep-learning seismic facies on state-of-the-art CNN architectures☆86Updated 3 years ago
- ☆10Updated 3 years ago
- ☆24Updated 4 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆247Updated 8 months ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆76Updated 3 years ago
- ☆40Updated 5 years ago
- Prediction of Equinor Volve well logs Data☆22Updated 5 years ago
- 3D Seismic VIZ, Working with Database☆10Updated 3 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 4 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆42Updated 2 years ago
- This is for AI prediction using seismic attributes☆25Updated 5 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated 2 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- Exploration of machine learning in geoscience use cases☆81Updated last year
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆169Updated 3 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Updated 5 years ago
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆23Updated 5 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆131Updated 3 years ago
- Neural network based petrophysical property inversion☆40Updated 5 years ago
- ☆33Updated 5 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆54Updated last week
- Transform seismic segy to logs using Machine Learning☆15Updated 7 years ago
- ☆40Updated 5 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆271Updated 4 years ago
- Notebooks with examples and demos of segyio☆142Updated 2 years ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆14Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆19Updated 4 years ago
- Python implementations in geophysical methods: seismic and gravity☆100Updated 5 months ago
- T21 tutorial using Volve data☆34Updated 2 years ago