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albumentations

fast image augmentation library and easy to use wrapper around other libraries

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

cnnforfaultinterpretation

Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset

cudamat

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deepnet

Implementation of some deep learning algorithms.

deocclusion

Code for our CVPR 2020 work.

early-stopping-pytorch

Early stopping for PyTorch

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ipf

Seismic image processing for geologic faults

jsearch

jsonp

Jakarta JSON Processing

keras-snapshot_ensembles

Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)

log4j-scan

A fully automated, accurate, and extensive scanner for finding log4j RCE CVE-2021-44228

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

malenov

Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks

models

Models and examples built with TensorFlow

prmlt

Matlab code for machine learning algorithms in book PRML

pytorch-mnist-celeba-cgan-cdcgan

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

pytorch-tvmisc

Totally Versatile Miscellanea for Pytorch

rcf-pytorch

Richer Convolutional Features for Edge Detection model in pytorch CVPR2017

s2cnn

Spherical CNNs

sfd-cnn-tl

Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data -- Authors: Augusto Cunha, Axelle Pochet, Helio Lopes, Marcelo Gattass

snapshot-ensembles

Snapshot Ensemble in Keras

tensorflow

An Open Source Machine Learning Framework for Everyone