xinwucwp / faultSeg
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
☆223Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for faultSeg
- ☆24Updated 3 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆202Updated 2 years ago
- Automatic fault interpretation with optimal surface voting☆55Updated 5 years ago
- ☆34Updated 4 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆66Updated 2 years ago
- Demo of the Seismic Canvas project.☆72Updated 4 years ago
- Convolutional neural network for seismic impedance inversion☆66Updated 5 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆57Updated 5 years ago
- Seismic data processing with ML and deep learning☆53Updated 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…☆115Updated 2 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆173Updated 2 years ago
- Seismic image processing for geologic faults☆73Updated 9 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆78Updated 2 years ago
- FaultSeg3D的pytorch版本☆12Updated 7 months ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆66Updated 2 weeks ago
- Seismic Foundation Model☆67Updated 6 months ago
- ☆38Updated 4 years ago
- Geophysical Tutorials column for 2017☆97Updated 6 years ago
- Notebooks with examples and demos of segyio☆125Updated last year
- Seismic Reservoir Modeling Python package☆88Updated 4 months ago
- Seismic Waveform Inversion Toolbox☆195Updated 10 months ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆63Updated 4 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆130Updated 5 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆54Updated this week
- Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation☆148Updated 3 years ago
- Framework for computing seismic attributes with Python.☆42Updated last year
- Teaching material for ErSE 210 Seismology course☆109Updated last month
- Collection of geophysical notes in the form of IPython/Jupyter notebooks.☆154Updated 6 months ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆65Updated 2 years ago
- A tool for exchanging data between SEG-Y format and NumPy array inside Python environment☆40Updated last month