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3d-gmpdcnn

Some code of the implements of Geological Modeling Using 3D Pixel-Adaptive and Deformable Convolutional Neural Network

arbsr

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

bayesian_seismic_inversion

The class computes the Bayesian Seismic Inversion results . Some modules are missing due to its proprietary natures, updates with an executable file is coming soon.

blueing-reflectivity-integration-bri-

Seismic Spectral Enhancement Technique

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

cnn_for_faults_mapping_on_lq_seis

Convolutional neural network(CNN) for tectonic faults mapping on low-quality seismic data

cnn_seismic_facies_classification

cnnmrf-convolutional-neural-network-and-markov-random-fields

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

complex-cnn-seismic

Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".

cubenet

3D U-Net for seismic phase picking

cvpr2022-papers-with-code

CVPR 2022 论文和开源项目合集

cydtw

ddpm-for-seismic-denoising

deep-seismic-regularizer

Deep learning based regularizers for seismic inversion

deepdenoiser

DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks

deephyperx

Deep learning toolbox based on PyTorch for hyperspectral data classification.

deeptune

CNN-based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance

dilated_convnet_for_seismic_segmentation

dtc

Semi-supervised Medical Image Segmentation through Dual-task Consistency

dtw

Code to perform dynamic time warping on geological time series data

dtw-merge

DTW-Merge: A DTW-based Data augmentation method

earthmodvolume

A python powered tool that uses the support vector machine algorithm to generate volumetric models from geologic cross sections.

facies_classification_benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

fault_net

Fault detection software for seismic data

first_breaks_picking

First break picking in seismic gather

gcntimeseriesregression

Github page for: Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data

geo-selection-inversion

Implementation and demo for "Convolutional neural networks (CNN) for feature-based model calibration under uncertain geologic scenarios" by Mohd-Razak and Jafarpour (2020) as published in Computational Geosciences.

geostack

A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling

global-seismic-spider-analysi

这是一篇全球地震数据爬取与数据分析的实战教学

gmm-hmrf

GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation