Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: fundus-image-analysis

jusiro/FLAIR

FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.

Language: Python - Size: 1.35 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 56 - Forks: 5

JordiCorbilla/ocular-disease-intelligent-recognition-deep-learning

ODIR-2019. Ocular Disease Intelligent Recognition Through Deep Learning Architectures

Language: Jupyter Notebook - Size: 16 MB - Last synced: 17 days ago - Pushed: about 1 year ago - Stars: 52 - Forks: 29

hmchuong/ML-MedHelper

Helper framework for Medical Image Analysis

Size: 45.2 MB - Last synced: 25 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

rishiswethan/Diabetic-Retinopathy-Detection-Retinal-Vessel-Segmentation

Classification of Fundus Images into 5 stages of Diabetic Retinopathy, and segmentation of blood vessels in fundus images

Language: Python - Size: 155 MB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 4 - Forks: 1

sraashis/easytorch

EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.

Language: Python - Size: 120 MB - Last synced: 21 days ago - Pushed: 6 months ago - Stars: 27 - Forks: 5

SharifAmit/RVGAN

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

Language: Python - Size: 243 KB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 74 - Forks: 22

unmonoqueteclea/retis

Diabethic Retinopathy and Macular Degeration Detection with CNNs

Language: PostScript - Size: 171 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

SharifAmit/VTGAN

[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers

Language: Python - Size: 733 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 26 - Forks: 5

ShamaLabUR/DeepVesselSeg4FP

Deep learning based retinal vessel segmentation for wide-field fundus photography retinal images, IEEE Trans. Medical Imaging, 2020

Language: Python - Size: 100 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 10 - Forks: 2

NupurBhaisare/Cup-and-disc-segmentation-for-glaucoma-detection-CDR-Calculation-

An adaptive threshold based algorithm for optic disc and cup segmentation in fundus images

Language: Jupyter Notebook - Size: 39.1 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 28 - Forks: 14

koriavinash1/Optic-Disk-Cup-Segmentation

Optic Disc and Optic Cup Segmentation using 57 layered deep convolutional neural network

Language: Jupyter Notebook - Size: 1.09 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 37 - Forks: 21

SharifAmit/Attention2Angio

[ICPR'20] [Tensorflow] Synthesizing Fluorescein Angiography from Retinal Fundus Images using Attention based GAN

Language: Python - Size: 2.92 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 9 - Forks: 2

IdeaKing/ARDD

Auto Retinal Disease Detection (ARDD) is the winning webapp of the 2020 Congressional App Challenge for Virginia's 10th District.

Language: Python - Size: 422 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 4 - Forks: 1

rimshasaeed/Automated-Eye-Cancer-Detection

Deep ConvNets based eye cancer detection

Language: Jupyter Notebook - Size: 321 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

kjanjua26/CHIPathy

Diabetic Retinopathy using Patch Networks.

Language: Jupyter Notebook - Size: 5.66 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 2

mla96/Paired-Autoencoder-Image-Fusion

Language: Python - Size: 198 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

BupyeongHealer/khd2019_Custom Fork of khd2019/khd2019

Our custom AI Pipeline on Fundus disease for 2019 Konyang-hackathon.

Language: Python - Size: 980 KB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
fundus-image-analysis 17 deep-learning 6 medical-image-analysis 5 medical-imaging 4 generative-adversarial-network 3 retinal-vessel-segmentation 3 diabetic-retinopathy-detection 3 pytorch 3 tensorflow 3 glaucoma-detection 3 fluorescein-angiography 2 tensorflow2 2 vessel-segmentation 2 retinal-diseases 2 retinal-fundus-images 2 fundus-images 2 gan 2 computer-vision 2 diabetic-retinopathy 2 retinal-images 2 convolutional-neural-networks 2 fundus 2 generative-adversarial-networks 2 python3 2 python 2 ai 2 keras 2 gans 1 angiography 1 generative-model 1 icpr2020 1 segmentation 1 opticdisk-segmentation 1 deep-convolutional-neural-networks 1 cdr-prediction 1 ipynb 1 artificial-intelligence 1 optic-disc 1 medical-image-processing 1 optic-cup-disc-segmentation 1 optic-cup 1 xception-model 1 hackathon 1 gaussian-filter 1 ensemble-machine-learning 1 densenet 1 paired-autoencoders 1 autoencoder 1 microaneurysm-detection 1 hemorrhage 1 exudates 1 efficientdet 1 melanoma-detection 1 eyec-cancer-detection 1 deep-learning-in-healthcare 1 cancer-imaging-research 1 image-segmentation 1 tensorlfow 1 style-transfer 1 retinal-angiography 1 image-to-image-translation 1 roc-auc 1 pytorch-google-colab 1 pytorch-for-medical-images 1 k-fold-cross-validation 1 getting-started-with-pytorch 1 fast-pytorch-training 1 deep-learning-for-computer-vision 1 deep-learning-example 1 retinal-vessels 1 fundus-image-classification 1 diabetes 1 resnet18 1 machine-learning 1 keras-tensorflow 1 image-classification 1 deep-neural-networks 1 vision-language-pretraining 1 foundation-models 1 cup-segmentation-methods 1 cdr-calculation 1 cdr 1 adaptive-thresholding 1 weakly-supervised-learning 1 multi-modal 1 vision-transformers 1 vision-transformer 1 semi-supervised-learning 1 disease-prediction 1 retinopathy 1 macular-degeneration 1 fundus-image 1 cnn 1 miccai 1 medical-image-segmentation 1 conditional-gan 1 transfer-learning 1