baic9120

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

ssformer

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

DCRNet

The repository contains the PyTorch implementation of "Duplex Contextual Relations for PolypSegmentation"

Awesome-Medical-Dataset

Collection of awesome medical dataset resources.

MMSegmentation_Tutorials

Jupyter notebook tutorials for MMSegmentation

UNeXt-pytorch

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Rolling-Unet

CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

ConvNeXt-V2

Code release for ConvNeXt V2 model

BiFormer

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

VMamba

VMamba: Visual State Space Models，code is based on mamba

U-Net_v2

torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

MedSAM

Segment Anything in Medical Images

F3Net

Codes for the AAAI 2020 paper "F3Net: Fusion, Feedback and Focus for Salient Object Detection"

PraNet

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

SegLossOdyssey

A collection of loss functions for medical image segmentation

vnet.pytorch

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

MMIF-CDDFuse

[CVPR 2023] Official implementation for "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion."

SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges

modulated-deform-conv

deformable convolution 2D 3D DeformableConvolution DeformConv Modulated Pytorch CUDA

medical-imaging-datasets

A list of Medical imaging datasets.

DCNv4

[CVPR 2024] Deformable Convolution v4

MedNeXt

MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation (MICCAI 2023).

Transformer_for_medical_image_analysis

A collection of papers about Transformer in the field of medical image analysis.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

mmcv

OpenMMLab Computer Vision Foundation

InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

miseval

a metric library for Medical Image Segmentation EVALuation