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segmentation_models.pytorch qubvel

1.6k

9.0k

mit

80

Segmentation models with pretrained backbones. PyTorch.

Created 2019-03-01

227 commits to master branch, last one 22 hours ago

pytorch-3dunet wolny

481

1.9k

mit

35

3D U-Net model for volumetric semantic segmentation written in pytorch

unet 3d-unet pytorch groupnorm unet-pytorch residual-unet pytorch-3dunet 3d-segmentation volumetric-data dice-coefficient semantic-segmentation

Created 2018-09-21

622 commits to master branch, last one 4 days ago

open-solution-mapping-challenge neptune-ai

93

375

mit

24

Open solution to the Mapping Challenge :earth_americas:

unet kaggle python crowdai neptune lightgbm pipeline competition data-science unet-pytorch deep-learning machine-learning mapping-challenge satellite-imagery pipeline-framework machine-learning-lab data-science-learning unet-image-segmentation

Created 2018-04-10

263 commits to master branch, last one 3 years ago

Brain-Tumor-Segmentation sdsubhajitdas

59

255

mit

6

Brain Tumor Segmentation done using U-Net Architecture.

unet pytorch unet-pytorch deep-learning image-segmentation tumor-segmentation unet-image-segmentation brain-tumor-segmentation

Created 2019-02-01

50 commits to master branch, last one 3 years ago

Awesome-U-Net NITR098

30

225

unknown

4

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

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

Created 2022-10-22

21 commits to main branch, last one about a year ago

SmaAt-UNet HansBambel

43

215

unknown

5

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

unet unet-pytorch weather-forecast precipitation-nowcasting convolutional-neural-networks

Created 2020-06-10

48 commits to master branch, last one about a month ago

EfficientUnet-PyTorch zhoudaxia233

34

155

mit

2

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

unet efficientnet unet-pytorch efficientunet image-segmentation

Created 2019-06-12

21 commits to master branch, last one 3 years ago

unet fepegar

23

136

mit

3

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

unet unet-pytorch deep-learning medical-imaging unet-image-segmentation convolutional-neural-networks

Created 2019-07-12

98 commits to main branch, last one 5 days ago

Pytorch--3D-Medical-Images-Segmentation--SALMON davidiommi

26

118

mit

4

Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

mri unet monai unetr nnunet organs pytorch unet-3d segmentation transformers unet-pytorch deep-learning monai-toolbox

This repository has been archived (exclude archived)

Created 2020-08-18

97 commits to master branch, last one 2 years ago

Tc_ID_Card_OCR musimab

23

76

unknown

1

Automatic information extraction from identity card with ocr

ocr craft easyocr unet-pytorch computer-vision face-recognition id-card-recognition

Created 2022-03-01

64 commits to main branch, last one 15 days ago

NEU-DET-Steel-Surface-Defect-Detection siddhartamukherjee

28

73

unknown

1

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

resnet neu-det pytorch resnet-18 unet-pytorch deep-learning defect-detection defect-prediction segmentation-models deep-neural-networks unet-image-segmentation

Created 2021-04-24

44 commits to master branch, last one 3 years ago

Retina-Blood-Vessel-Segmentation-in-PyTorch nikhilroxtomar

24

58

unknown

2

This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.

unet pytorch unet-pytorch drive-dataset unet-segmentation image-segmentation retinal-vessel-segmentation

Created 2021-07-12

21 commits to main branch, last one 2 years ago

Crack-Semantic-Segmentation anishreddy3

20

57

unknown

2

Real time crack segmentation using PyTorch, OpenCV and ONNX runtime

cnn onnx opencv pytorch unet-pytorch deep-learning computer-vision crack-detection neural-networks image-processing

Created 2019-05-21

28 commits to master branch, last one about a year ago

unet-multiclass-pytorch France1

9

55

unknown

2

Multiclass semantic segmentation using U-Net architecture combined with strong image augmentation

pytorch unet-pytorch deep-learning computer-vision data-augmentation unet-image-segmentation biological-image-processing multiclass-image-classification

Created 2021-02-08

1 commits to master branch, last one 3 years ago

Semantic-Segmentation-PyTorch Charmve

10

49

other

3

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

fcn segnet charmve pytorch mask-rcnn unet-pytorch deep-learning computer-vision image-processing image-classification semantic-segmentation pytorch-implementation

Created 2020-10-10

13 commits to master branch, last one 5 days ago