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3d-cnn-segmentation

Applying 3D CNN for bio-medical images segmentation with 3D-Unet, Residual 3D-Unet and Recurrent Residual 3D-Unet (R2U3D) implemented in PyTorch.

cigvis

CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)

cv

本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并会持续更新！！！

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep-learning-with-pytorch-lightning

Getting Started with PyTorch Lightning, Published by Packt

deepwave

Wave propagation modules for PyTorch.

erse328-advancedseismicinversion

fastai

The fastai deep learning library

fault_2d

fault_2d-1

code for fault detection using Pidinet

faultnet

forge

fwi_lectures

geosci-labs

collection of notebook-apps for concepts in applied geophysics

judi.jl

Julia Devito inversion.

lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

mlgeoscience

Teaching material for ML in Geoscience course

monai

AI Toolkit for Healthcare Imaging

pinneikonal

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-medical-segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

seismic-facies-classification

seismology_useful_tools

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

semantic-segmentation-digital-rock-physics

2D and 3D Unet, ResNet, ResUnet Architectures for Digital Rock Segmentation