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3d-cnn-denoise-dncnn

3d-seismic-image-fault-segmentation

3D Fault Segmentation by U-Net

awesome-ocr

awesome-table

表格解析资源综述

cnn_based_petrophysical_inversion

Neural network based petrophysical property inversion

cnn_seismic_facies_classification

ddul

A test package including a test dataset and the trained model

dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

easy-deep-learning-with-keras

Keras tutorial for beginners (using TF backend)

estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network

The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.

gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

harmonica

Forward modeling, inversion, and processing gravity and magnetic data

machine-learning-and-geophysical-inversion

The purpose of this repo is to reconstruct paper about machine learning and inversion. Tech stack: Jupyter Notebook, Google Colab, Python & TeX.

ml-for-seismic-data-interpretation

mlseistolog

Transform seismic segy to logs using Machine Learning

ocr_tablenet

TableNet Implementation on Pytorch

ok

opendtect-external-attributes

External Attribute scripts for the open source seismic interpretation system - OpendTect

pylops

PyLops – A Linear-Operator Library for Python

pyseistr

Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonnumericaldemos

A collection of Python demos for geostatistical methods.

seam_i_2d_elastic

SEAM I open sourced 2D line for creating synthetic prestack seismic

seismic-facies-identification

This repo is based on the Shubhamai solutions of AICrowd Facies Identification Challenge in which we need to create a ML/DL Model to do pixel classification by taking 3D images.

seismic-image-segmentation

seismic-image-segmentation-1

seismic-imaging-segmentation-cnn

This repository contains a U-net based convolutional neural network that segments seismic images based on the presence of hydrocarbons. This network was build as a solution for a problem posed on Kaggle platform.

seismic-transfer-learning

Deep-learning seismic facies on state-of-the-art CNN architectures

sga

Structural Geology Algorithms from Cardozo in Allmendinger et al. (2011)

software.seg2020

Software for SEG2020 abstracts