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flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

frcnn_cad

Computer aided detection using Faster-RCNN

fsms-surrogate

Semi-supervised few-shot learning for medical image segmentation

gain

Pytorch implementation of paper: [Tell Me Where to Look: Guided Attention Inference Network](http://openaccess.thecvf.com/content_cvpr_2018/papers/Li_Tell_Me_Where_CVPR_2018_paper.pdf)

gald-dgcnet

Source code and models GALD net (BMVC-2019)and Dual-Seg Net (BMVC-2019)

gan-mri

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

ganimorph_pytorch

Implementation of the GANimorph GAN described in the paper titled "Improving Shape Deformation in Unsupervised Image-to-Image Translation"(https://arxiv.org/abs/1808.04325)

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

garage

A toolkit for reproducible reinforcement learning research

gasnet

source code of GASNet.

gdl-fire-4d

General deep learning-based fast image registration framework for clinical thoracic 4D CT data

gfs-seg

The official implementation of Generalized Few-shot Semantic Segmentation (CVPR 2022)

glia-net

A segmentation network for intracranial aneurysm on CTA images using pytorch

grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

gryds

A Python package for geometric transformations of images for data augmentation in deep learning

h-denseunet

hdgan

Pytorch implementation of HDGan

heartseg

code of DenseVoxNet and 3D-DSN

hippodeep

Brain Hippocampus Segmentation

holy-edge

Holistically-Nested Edge Detection

hsn_v1

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)

hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

image-registration

Image registration using pytorch

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

imcut

3D graph cut segmentation

improved_lsgan

imreg

Linear and non-linear image registration methods, using scipy and numpy.

inceptiongcn

Inception Graph Convolutional NN on medical and non-medical datasets

inf-net

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.

infantseg