lihe-CV

segment-anything-2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

DCNet

Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)

pyecharts

🎨 Python Echarts Plotting Library

echarts

Apache ECharts is a powerful, interactive charting and data visualization library for browser

MiDSS

ADA4MIA

Awesome Active Domain Adaptation for Medical Image Analysis

pykan

Kolmogorov Arnold Networks

RAOS

[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases

3D-TransUNet

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

universal-medical-image-segmentation

MLLA

Official repository of MLLA

SegMamba

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

PSSNet

ACELoss

Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"

Autosegmentation-Spatial-Similarity-Metrics

Code for calculating the added path length, false negative path length, and false negative volume..

pytorch-be-your-own-teacher

A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', https://arxiv.org/abs/1905.08094

segrap2023

Codes of model wining the SegRap MICCAI challenge 2023.

Swin-UMamba

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining

RepMode

[CVPR 2023 (Highlight)] Offical implementation of the paper "RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction".

MultiTalent

Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"

FreeKD

Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt", CVPR 2024.

InternVL

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的可商用开源多模态对话模型

shap

A game theoretic approach to explain the output of any machine learning model.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

stable-diffusion-webui

Stable Diffusion web UI

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

CTKD

[AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"

FPL-plus

FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation

V2L-Tokenizer