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airogs

canet

TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

context-aware-consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

diabetic-retinopathy-detection

binary/multi-class classification/regression for diabetic retinopathy detection(idrid eyepacs)

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

gardnet

Source code for GARDNet: Robust Multi-View Network for Glaucoma Classification in Color Fundus Images

maml

[MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"

medlsam

MedLSAM: Localize and Segment Anything Model for 3D Medical Images

medsam

The official repository for MedSAM: Segment Anything in Medical Images.

pytorch-classification

A general, feasible, and extensible framework for classification tasks.

sacm-airogs-challenge

samaug

segment-anything

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

semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

ssl_ctt

This repository contains the official implementation of the following manuscript: Hui Xiao, Li Dong, Hao Xu, Shuibo Fu, Diqun Yan, Kangkang Song, and Chengbin Peng. "Semi-supervised Semantic Segmentation with Cross Teacher Training." Neurocomputing 508 (2022): 36-46.

ssl_eln

This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has been accepted to 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022).

unimatch

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

vision_transformer

vit-pytorch

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

yolact

A simple, fully convolutional model for real-time instance segmentation.