thilowrona / seismic_deep_learningLinks
A couple of python scripts to interpret geological structures from geophysical images using deep learning
☆248Updated 9 months ago
Alternatives and similar repositories for seismic_deep_learning
Users that are interested in seismic_deep_learning are comparing it to the libraries listed below
Sorting:
- Python implementations in geophysical methods: seismic and gravity☆100Updated 5 months ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆42Updated 2 years ago
- Notebooks with examples and demos of segyio☆142Updated 2 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆76Updated 3 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆172Updated 3 years ago
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆167Updated last year
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆273Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆87Updated 3 years ago
- Generating seismic data and associated labels to train deep learning networks.☆109Updated 10 months ago
- Seismic Reservoir Modeling Python package☆113Updated last year
- Teaching material for ML in Geoscience course☆94Updated last month
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆152Updated 6 years ago
- seismic-well tie in Python☆34Updated last year
- ☆40Updated 5 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆48Updated 6 years ago
- ☆24Updated 4 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆76Updated 5 years ago
- Geophysical Tutorials column for 2017☆102Updated 7 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆132Updated 3 years ago
- Teaching material for ErSE 210 Seismology course☆131Updated last month
- Using Convolution Neural Network for Seismic Fault Mapping☆20Updated 4 years ago
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆23Updated 5 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆132Updated 4 years ago
- Bag of really useful geoscience equations and stuff☆301Updated 2 years ago
- Neural network based petrophysical property inversion☆41Updated 5 years ago
- Software for detection of given facies☆60Updated 6 years ago
- ☆10Updated 3 years ago
- Pore pressure prediction using seismic velocity and well log data☆96Updated 5 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago