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epsanet

EPSANet：An Efficient Pyramid Split Attention Block on Convolutional Neural Network

evaluatesegmentation

A program to evaluate the quality of image segmentations.

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

head-and-neck-tumour-segmentation-and-prediction-of-patient-survival

hecktor

hecktor-1

heu_kms_activator

histomicstk

A Python toolkit for pathology image analysis algorithms.

histopathologic-cancer-detection

Kaggle competition to identify cancer tissues from pathology scans

hm_dataaug

A solution to MICCAI 2020 M&Ms

inf-net

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

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

lite-hrnet

loss-landscape

Code for visualizing the loss landscape of neural nets

medical-mldg-seg

Code for the MICCAI DART 2020 paper

mldg

The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, https://arxiv.org/pdf/1710.03463.pdf

modelsgenesis

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

monusac

This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their models at ISBI 2020.

nnunet

My nnUNet fork with minor modification and Docker image for MICCAI StructSeg challenge and VerSe challenge.

paip2019_code

Code for paip2019 challenge from team newhyun00

pct

Jittor implementation of PCT:Point Cloud Transformer

pit

pvt

pytorch-saltnet

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

repvgg

RepVGG: Making VGG-style ConvNets Great Again

research-segmentation-lung-cxr-covid19

Deep learning model for segmentation of lung in CXR

residualdensenetwork-pytorch

Pytorch implement: Residual Dense Network for Image Super-Resolution

rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

roformer

Rotary Transformer