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yeyun111 /dlcv_for_beginners

Star1.5k

《深度学习与计算机视觉》配套代码

caffe computer-vision deep-learning mxnet book example detection regression pytorch gan classification segmentation generative unet adversarial beginners siamese u-net model-fusion

UpdatedNov 30, 2020
Python

MIC-DKFZ /medicaldetectiontoolkit

Star1.3k

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.

deep-neural-networks deep-learning detection medical-imaging segmentation object-detection medical-image-computing semantic-segmentation 3d-models medical-image-processing mask-rcnn u-net medical-image-analysis pytorch-cnn retina-net 3d-object-detection pytorch-implementation pytorch-deeplearning retina-unet 3d-mask-rcnn

UpdatedJun 17, 2024
Python

akirasosa /mobile-semantic-segmentation

Star722

Real-Time Semantic Segmentation in Mobile device

android python ios deep-learning tensorflow pytorch semantic-segmentation lfw mobilenets u-net coreml

UpdatedDec 8, 2022
Python

SimonKohl /probabilistic_unet

Star562

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

variational-inference semantic-segmentation nips generative-models variational-autoencoders u-net nips-2018 neurips neurips-2018

UpdatedMar 24, 2023
Jupyter Notebook

HongyangGao /Graph-U-Nets

Sponsor

Star541

Pytorch implementation of Graph U-Nets (ICML19)

graph pooling u-net unpooling

UpdatedSep 17, 2020
Python

amanchadha /coursera-gan-specialization

Star481

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

deep-learning neural-network coursera pytorch artificial-intelligence generative-adversarial-network gan dcgan generative-model gans pix2pix bias wgan data-augmentation u-net conditional-gan deeplearning-ai bias-detection biggan stylegan

UpdatedJul 1, 2021
Jupyter Notebook

WZH0120 /SAM2-UNet

Star462

SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation

adapter segmentation salient-object-detection u-net medical-image-segmentation mirror-detection polyp-segmentation camouflaged-object-detection segment-anything-model marine-animal-segmentation

UpdatedOct 26, 2025
Python

boschresearch /unetgan

Star401

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

machine-learning computer-vision generative-adversarial-network gan image-generation u-net bcai biggan ffhq cvpr2020 unet-gan paper-resource

UpdatedApr 14, 2022
Python

Vooban /Smoothly-Blend-Image-Patches

Star374

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

UpdatedNov 12, 2019
Python

NITR098 /Awesome-U-Net

Star359

Official repo for Medical Image Segmentation Review: The Success of U-Net

transformer medical-image-processing u-net medical-image-segmentation unet-pytorch unet-image-segmentation segmentation-models

UpdatedSep 30, 2024
Jupyter Notebook

ybabakhin /kaggle_salt_bes_phalanx

Star355

Winning solution for the Kaggle TGS Salt Identification Challenge.

deep-learning keras pytorch image-segmentation semantic-segmentation u-net pseudo-labeling

UpdatedAug 8, 2019
Python

karolzak /keras-unet

Star344

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

deep-neural-networks deep-learning keras segmentation deeplearning satellite-imagery image-segmentation unet semantic-segmentation keras-tensorflow u-net unet-image-segmentation unet-keras

UpdatedMar 1, 2021
Python

intel /unet

Star322

U-Net Biomedical Image Segmentation

deep-learning tensorflow keras artificial-intelligence-algorithms u-net

UpdatedApr 15, 2024
Jupyter Notebook

koba-jon /pytorch_cpp

Star306

Deep Learning sample programs using PyTorch in C++

linux deep-learning cpp pytorch dcgan yolo autoencoder vae dimensionality-reduction object-detection convolutional-autoencoder pix2pix semantic-segmentation multiclass-classification anomaly-detection image-to-image-translation u-net libtorch generative-modeling dagmm

UpdatedDec 6, 2025
C++

lucidrains /x-unet

Star292

Implementation of a U-net complete with efficient attention as well as the latest research findings

deep-learning artificial-intelligence image-generation segmentation u-net

UpdatedMay 3, 2024
Python

cabralpinto /modular-diffusion

Sponsor

Star290

Python library for designing and training your own Diffusion Models with PyTorch

python machine-learning deep-learning text-generation pytorch transformer image-generation modular-design u-net diffusion-models audio-generation

UpdatedJun 17, 2025
Python

Mehrdad-Noori /Brain-Tumor-Segmentation

Star242

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

deep-learning keras mri attention-mechanism brats u-net brain-tumor-segmentation multi-view tensorflow2

UpdatedMar 24, 2023
Python

DebeshJha /2020-CBMS-DoubleU-Net

Star240

Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

deep-learning medical-imaging convolutional-neural-networks image-segmentation unet semantic-segmentation cnn-keras u-net tensoflow unet-image-segmentation pytorch-implementation segmentation-models doubleunet doubleu-net

UpdatedOct 17, 2023
Python

zhiqiangdon /CU-Net

Star230

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

human-pose-estimation u-net quantized-training quantized-neural-network face-align

UpdatedAug 16, 2021
Python

MIC-DKFZ /trixi

Star225

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.

visualization experiment machine-learning deep-neural-networks deep-learning example logging deep-reinforcement-learning python3 pytorch segmentation python-3 deeplearning visdom u-net pytorch-cnn pytorch-visualization experiment-infrastructure visdom-logger trixi

UpdatedJan 13, 2021
Python

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