u-net

There are 5 repositories under u-net topic.

yeyun111 / dlcv_for_beginners
《深度学习与计算机视觉》配套代码
computer-vision book beginners example deep-learning caffe mxnet pytorch u-net model-fusion gan siamese adversarial unet classification regression segmentation detection generative
Language:Python 1425
MIC-DKFZ / medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
detection retina-unet object-detection mask-rcnn 3d-models deep-learning retina-net deep-neural-networks segmentation semantic-segmentation u-net 3d-mask-rcnn 3d-object-detection medical-imaging medical-image-processing medical-image-computing medical-image-analysis pytorch-deeplearning pytorch-cnn pytorch-implementation
Language:Python 1269
akirasosa / mobile-semantic-segmentation
Real-Time Semantic Segmentation in Mobile device
coreml lfw semantic-segmentation deep-learning tensorflow python android ios mobilenets u-net pytorch
Language:Python 711
SimonKohl / probabilistic_unet
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
u-net variational-inference semantic-segmentation generative-models variational-autoencoders neurips neurips-2018 nips nips-2018
Language:Jupyter Notebook 539
HongyangGao / Graph-U-Nets
Pytorch implementation of Graph U-Nets (ICML19)
graph pooling u-net unpooling
Language:Python 506
amanchadha / coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
coursera gan gans generative-adversarial-network generative-model deeplearning-ai stylegan dcgan wgan pix2pix pytorch conditional-gan bias bias-detection biggan u-net data-augmentation artificial-intelligence deep-learning neural-network
Language:Jupyter Notebook 406
boschresearch / unetgan
Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)
gan image-generation cvpr2020 computer-vision machine-learning ffhq unet-gan biggan bcai u-net generative-adversarial-network
Language:Python 365
Vooban / Smoothly-Blend-Image-Patches
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
cnn image-segmentation semantic-segmentation u-net
Language:Python 353
ybabakhin / kaggle_salt_bes_phalanx
Winning solution for the Kaggle TGS Salt Identification Challenge.
deep-learning image-segmentation semantic-segmentation u-net keras pytorch pseudo-labeling
Language:Python 351
karolzak / keras-unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
unet unet-image-segmentation unet-keras keras keras-tensorflow segmentation semantic-segmentation u-net deep-learning deeplearning deep-neural-networks satellite-imagery image-segmentation
Language:Python 338
intel / unet
U-Net Biomedical Image Segmentation
artificial-intelligence-algorithms deep-learning keras tensorflow u-net
Language:Jupyter Notebook 291
cabralpinto / modular-diffusion
Python library for designing and training your own Diffusion Models with PyTorch.
diffusion-models modular-design python audio-generation deep-learning image-generation machine-learning pytorch text-generation transformer u-net
Language:Python 257
lucidrains / x-unet
Implementation of a U-net complete with efficient attention as well as the latest research findings
artificial-intelligence deep-learning u-net segmentation image-generation
Language:Python 249
koba-jon / pytorch_cpp
Deep Learning sample programs using PyTorch in C++
pytorch libtorch cpp deep-learning linux convolutional-autoencoder autoencoder vae dcgan u-net pix2pix dagmm multiclass-classification dimensionality-reduction generative-modeling image-to-image-translation semantic-segmentation anomaly-detection object-detection yolo
Language:C++ 238
DebeshJha / 2020-CBMS-DoubleU-Net
Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
semantic-segmentation cnn-keras u-net doubleunet unet-image-segmentation tensoflow doubleu-net segmentation-models pytorch-implementation convolutional-neural-networks deep-learning image-segmentation medical-imaging unet
Language:Python 225
zhiqiangdon / CU-Net
Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)
face-align human-pose-estimation quantized-neural-network quantized-training u-net
Language:Python 225
NITR098 / Awesome-U-Net
Official repo for Medical Image Segmentation Review: The success of U-Net
medical-image-processing medical-image-segmentation segmentation-models transformer u-net unet-image-segmentation unet-pytorch
Language:Jupyter Notebook 223
MIC-DKFZ / trixi
Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
deep-learning deeplearning pytorch visdom experiment-infrastructure visdom-logger deep-neural-networks deep-reinforcement-learning machine-learning pytorch-cnn pytorch-visualization visualization logging python-3 python3 experiment example u-net segmentation trixi
Language:Python 220
Mehrdad-Noori / Brain-Tumor-Segmentation
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
brain-tumor-segmentation keras tensorflow2 deep-learning mri brats u-net multi-view attention-mechanism
Language:Python 199
lucidrains / unet-stylegan2
A Pytorch implementation of Stylegan2 with UNet Discriminator
artificial-intelligence deep-learning generative-adversarial-network u-net
Language:Python 195
Issam28 / Brain-tumor-segmentation
A deep learning based approach for brain tumor MRI segmentation.
deep-learning brain-tumor-segmentation cnn-keras u-net tensorflow computer-vision mri-images convolutional-networks
Language:Python 186
masyagin1998 / robin
RObust document image BINarization
python opencv keras neural-networks deep-learning document-binarization ocr computer-vision u-net document-analysis
Language:Python 169
shahsohil / sunets
PyTorch Implementation of Stacked U-Nets (SUNets)
pytorch segmentation classification u-net stacked-unets sunets pascal-voc
Language:Python 153
rogerxujiang / dstl_unet
Dstl Satellite Imagery Feature Detection
deep-learning satellite u-net segmentation detection
Language:Jupyter Notebook 146
wmylxmj / Pix2Pix-Keras
基于pix2pix模型的动漫图片自动上色(keras实现) 2019-2-25
anime cv deep-learning gan keras pix2pix u-net
Language:Python 106
arnoweng / PyTorch-Deep-Image-Steganography
A PyTorch implementation of image steganography utilizing deep convolutional neural networks
deep-learning steganography u-net convolutional-neural-networks pytorch
Language:Python 103
AdivarekarBhumit / ID-Card-Segmentation
Segmentation of ID Cards using Semantic Segmentation
deep-learning keras semantic-segmentation u-net
Language:Python 100
preritj / segmentation
Tensorflow implementation : U-net and FCN with global convolution
tensorflow u-net fcn fully-convolutional-networks autoencoder deconvolution global-convolution-network semantic-segmentation segmentation kaggle-competition carvana classification large-kernels unet transpose-convolution upsampling masking computer-vision image-mask kaggle
Language:Python 100
DeepWay.v2
satinder147 / DeepWay.v2
Autonomous navigation for blind people
autonomous-navigation convolutional-neural-networks u-net python3 opencv blind jetson-nano servo-motors ardunio-nano pytorch lane-detection blind-people
Language:Python 98
TripleCoenzyme / ResNet50-Unet
Segmentation for vertebra in MR images
mri-images vertebra u-net resnet-50 pytorch
Language:Python 96
EsmeYi / UNet-CRF-RNN
Edge-aware U-Net with CRF-RNN layer for Medical Image Segmentation
u-net crf-rnn fcn unet tensorflow keras crf
Language:Python 90
kamalkraj / DATA-SCIENCE-BOWL-2018
DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery
kaggle-competition data-science-bowl-2018 keras python tensorflow u-net medical-image-segmentation jupyter-notebook google-colab colab data-science-bowl machine-learning
Language:Jupyter Notebook 89
frankkramer-lab / covid19.MIScnn
Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
covid-19 medical-image-analysis covid-19-ct segmentation pneumonia lung-disease infection 3d-unet lung-segmentation medical-imaging lung-lobes computer-vision u-net healthcare-imaging deep-learning tensorflow medical-image-processing
Language:Python 85
prs-eth / ResDepth
[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images
dsm scene-refinement satellite-imagery 3d-reconstruction u-net
Language:Python 79
jiankang1991 / road_extraction_remote_sensing
Road Extraction based on U-Net architecture (CVPR2018 DeepGlobe Challenge submission)
remote-sensing pytorch road-segmentation u-net
Language:Python 75
danielelic / deep-segmentation
CNNs for semantic segmentation using Keras library
deep-learning semantic-segmentation u-net keras tensorflow segmentation keras-library python prediction dataset
Language:Python 73

u-net

yeyun111 / dlcv_for_beginners

MIC-DKFZ / medicaldetectiontoolkit

akirasosa / mobile-semantic-segmentation

SimonKohl / probabilistic_unet

HongyangGao / Graph-U-Nets

amanchadha / coursera-gan-specialization

boschresearch / unetgan

Vooban / Smoothly-Blend-Image-Patches

ybabakhin / kaggle_salt_bes_phalanx

karolzak / keras-unet

intel / unet

cabralpinto / modular-diffusion

lucidrains / x-unet

koba-jon / pytorch_cpp

DebeshJha / 2020-CBMS-DoubleU-Net

zhiqiangdon / CU-Net

NITR098 / Awesome-U-Net

MIC-DKFZ / trixi

Mehrdad-Noori / Brain-Tumor-Segmentation

lucidrains / unet-stylegan2

Issam28 / Brain-tumor-segmentation

masyagin1998 / robin

shahsohil / sunets

rogerxujiang / dstl_unet

wmylxmj / Pix2Pix-Keras

arnoweng / PyTorch-Deep-Image-Steganography

AdivarekarBhumit / ID-Card-Segmentation

preritj / segmentation

satinder147 / DeepWay.v2

TripleCoenzyme / ResNet50-Unet

EsmeYi / UNet-CRF-RNN

kamalkraj / DATA-SCIENCE-BOWL-2018

frankkramer-lab / covid19.MIScnn

prs-eth / ResDepth

jiankang1991 / road_extraction_remote_sensing

danielelic / deep-segmentation