MudrockNet is a deep learning SEM image segmentation model for mudrocks to identify pores and silt size grains, and is based on Google’s DeepLab-v3+ architecture implemented with TensorFlow.
☆15Jul 6, 2022Updated 4 years ago
Alternatives and similar repositories for MudrockNet
Users that are interested in MudrockNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DINOv2 meets geosciences: smart segmentation for messy CT scans☆21Sep 24, 2025Updated 10 months ago
- This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas i…☆16Dec 9, 2022Updated 3 years ago
- Project aimed to segment petrographic images taken from rock samples thin sections, in order to classify rock types.☆15Sep 30, 2021Updated 4 years ago
- ☆14Dec 2, 2022Updated 3 years ago
- Deep-learning X-Ray Micro-CT image enhancement, pore-network modelling and continuum modelling☆20Apr 26, 2023Updated 3 years 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.
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆18Nov 6, 2023Updated 2 years ago
- ☆32Jun 18, 2026Updated 2 months ago
- ☆12Nov 4, 2021Updated 4 years ago
- Using geophysical well logs to predict lithology☆16Apr 3, 2021Updated 5 years ago
- Functions and example notebooks for using/comparing different methods of geochemical multivariate outlier detection.☆22Feb 20, 2025Updated last year
- This repository was inspired from Divam Gupta's GitHub repository on Image Segmentation Keras☆23Nov 10, 2021Updated 4 years ago
- Seismic Fault Detection using CNN model☆15Sep 26, 2022Updated 3 years ago
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆12Apr 21, 2023Updated 3 years ago
- Author's implementation of A deep convolutional neural network for rock fracture image segmentation☆34Oct 1, 2021Updated 4 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.
- Alghalandis Discrete Fracture Network Engineering☆30Sep 22, 2025Updated 10 months ago
- Implementation of `Towards fully autonomous seismic networks: backprojecting deep-learning-based phase time functions for earthquake moni…☆11Mar 13, 2022Updated 4 years ago
- A python package with useful functions for well log interpretation.☆76May 6, 2022Updated 4 years ago
- Python framework for data evaluation and crack width monitoring with distributed fibre optic sensors☆12Feb 10, 2026Updated 6 months ago
- 人工智能在石油测井上的应用包括采用机器学习，深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆180Jun 7, 2025Updated last year
- Create synthetic seismic volumes with various labelled river channels.☆24Aug 3, 2025Updated last year
- Field scale model generation and upscaling toolkit☆12Aug 3, 2026Updated 2 weeks ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆35Aug 2, 2019Updated 7 years ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆20Nov 18, 2024Updated last year
- 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.
- This is a plugin for ImageJ2 for multifractal analysis of 2D and 3D images. Cite: MULTIFRAC: An ImageJ plugin for multiscale characteriza…☆12Aug 28, 2020Updated 5 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
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆14Aug 2, 2025Updated last year
- Polymer property prediction with GNNs and deep set learning.☆34May 31, 2023Updated 3 years ago
- A Deep Residual U-Net like architecture for Crack segmentation in concrete structures.☆10Aug 19, 2020Updated 5 years ago
- Generator of SMILES string from bigSMILES with extension☆36May 15, 2025Updated last year
- ☆13Jun 7, 2023Updated 3 years ago
- Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)☆14Aug 9, 2020Updated 6 years ago
- 把普通图片或照片转成沙画。基于paddlehub的msgnet进行迁移学习。固定freeze backbone的参数来transfer learning。☆12Jun 17, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Polydisperse material point method☆15Jul 19, 2024Updated 2 years ago
- Digital rocks☆13Aug 31, 2023Updated 2 years ago
- Numerical solution for coupling fluid flow and fracture propagation in porous media due to fluid injection☆16Feb 12, 2023Updated 3 years ago
- Amazing themes for Open edX platform!☆13Dec 10, 2020Updated 5 years ago
- Analysis of dependencies for oil and gas related repos☆12May 22, 2023Updated 3 years ago
- The study of hydrodynamic behavior and water-rock interaction mechanisms is typically characterized by high computational efficiency requ…☆45Mar 18, 2025Updated last year
- Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome☆13Oct 19, 2024Updated last year