JesperDramsch / seismic-transfer-learning
Deep-learning seismic facies on state-of-the-art CNN architectures
☆80Updated 2 years ago
Alternatives and similar repositories for seismic-transfer-learning:
Users that are interested in seismic-transfer-learning are comparing it to the libraries listed below
- ☆35Updated 4 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆70Updated 2 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆119Updated 2 years ago
- ☆23Updated 3 years ago
- Geophysical Tutorials column for 2017☆100Updated 6 years ago
- Automatic fault interpretation with optimal surface voting☆57Updated 5 years ago
- Seismic data processing with ML and deep learning☆57Updated 5 years ago
- T21 tutorial using Volve data☆30Updated 2 years ago
- Framework for computing seismic attributes with Python.☆45Updated last year
- Software for detection of given facies☆56Updated 5 years ago
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 4 years ago
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆22Updated 4 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆31Updated 5 years ago
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkThe repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆43Updated 3 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆49Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆74Updated 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…☆66Updated 4 years ago
- seismic-well tie in Python☆30Updated 3 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆43Updated 7 months ago
- Seismic Reservoir Modeling Python package☆95Updated 8 months ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆39Updated 4 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 3 years ago
- Program for Seismic Wave Simulation☆33Updated 4 years ago
- ☆38Updated 4 years ago
- Practicing machine learning (from scratch) with Python 🐍☆16Updated 3 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆17Updated 4 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆131Updated 5 years ago