unet

Image Segmentation Library

An implementation of the U-Net architecture for image segmentation using Keras and TensorFlow.

unet for image segmentation

GitHub

5k stars
102 watching
2k forks
Language: Jupyter Notebook
last commit: 9 months ago
Linked from 2 awesome lists

kerassegmentationunet

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
mrgiovanni/unetplusplus A medical image segmentation framework that uses a nested U-Net architecture to improve accuracy and exploit multiscale features. 2,336
zfturbo/zf_unet_224_pretrained_model A pre-trained convolutional neural network model for image segmentation tasks. 214
ethanhe42/u-net A convolutional neural network architecture for biomedical image segmentation 430
aitorzip/keras-icnet A deep learning framework for real-time image segmentation on high-resolution images using convolutional neural networks 86
juniorxsound/tf-unet An image segmentation framework implemented in TensorFlow using an architecture inspired by U-Net. 2
jakeret/tf_unet An open source U-Net image segmentation implementation using Tensorflow 1,902
leejunhyun/image_segmentation Pytorch implementations of image segmentation networks based on U-Net and its variants 2,780
henyau/image-segmentation-with-unet Automated image segmentation of road and vehicle features from video data using the U-Net algorithm 15
leriomaggio/deep-learning-keras-tensorflow A comprehensive tutorial on building and training deep neural networks using Keras and TensorFlow 2,951
ternaus/ternausnet An image segmentation model using an UNet architecture with a pre-trained VGG11 encoder. 1,049
4uiiurz1/pytorch-nested-unet An implementation of a deep learning model for image segmentation using PyTorch 868
simonkohl/probabilistic_unet Reimplementation of a neural network model for conditional segmentation of ambiguous images 548
qubvel-org/segmentation_models.pytorch A comprehensive library for training and applying deep learning models for image segmentation 9,829
vladkryvoruchko/pspnet-keras-tensorflow An implementation of a deep learning model for image segmentation using TensorFlow and Keras 394
raghakot/keras-vis A toolkit for visualizing and debugging neural network models using techniques like activation maximization and saliency maps. 2,985