retina-unet
Vessel Segmentation Network
An implementation of a convolutional neural network for binary vessel segmentation in retina fundus images using the U-Net architecture.
Retina blood vessel segmentation with a convolutional neural network
1k stars
79 watching
468 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list
mrgloom/awesome-semantic-segmentationRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 426 |
 ternaus/ternausnet | An image segmentation model using an UNet architecture with a pre-trained VGG11 encoder. | 1,048 |
 simonkohl/probabilistic_unet | Reimplementation of a neural network model for conditional segmentation of ambiguous images | 546 |
 jakeret/tf_unet | An open source U-Net image segmentation implementation using Tensorflow | 1,899 |
 juniorxsound/tf-unet | An image segmentation framework implemented in TensorFlow using an architecture inspired by U-Net. | 2 |
 ecobost/cnn4brca | This project uses Convolutional Neural Networks (CNN) for image segmentation of breast cancer lesions. | 75 |
 henyau/image-segmentation-with-unet | Automated image segmentation of road and vehicle features from video data using the U-Net algorithm | 15 |
| orobix/visual-feature-attribution-using-wasserstein-gans-pytorch | A PyTorch implementation of a feature attribution technique using Wasserstein Generative Adversarial Networks for anomaly detection in medical images. | 93 |
 4uiiurz1/pytorch-nested-unet | An implementation of a deep learning model for image segmentation using PyTorch | 858 |
 zfturbo/zf_unet_224_pretrained_model | A pre-trained convolutional neural network model for image segmentation tasks. | 214 |
 scottykwok/cervix-roi-segmentation-by-unet | This project provides an implementation of the U-NET algorithm for segmenting regions of interest in cervical images. | 35 |
 lironui/abcnet | Develops an efficient network architecture for semantic segmentation of high-resolution remote sensing images. | 33 |
 preritj/segmentation | Deep learning models for semantic segmentation of images | 100 |
 nvidia/semantic-segmentation | Monorepo implementing PyTorch-based neural network architecture for image segmentation | 1,777 |
 timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 584 |