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segmentation_models.pytorch qubvel-org

1.7k

10.3k

mit

84

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Created 2019-03-01

509 commits to main branch, last one 20 hours ago

segmentation_models qubvel

1.0k

4.8k

mit

89

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Created 2018-06-05

206 commits to master branch, last one 7 months ago

MedicalZooPytorch black0017

304

1.8k

mit

33

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

iseg unet resnet pytorch densenet brats2018 brats2019 mrbrains18 segmentation deep-learning iseg-challenge medical-imaging segmentation-models unet-image-segmentation 3d-convolutional-network medical-image-processing medical-image-segmentation

Created 2019-07-23

122 commits to master branch, last one 3 years ago

GeoTorchAI wherobots

38

499

agpl-3.0

14

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

deepsat st-resnet raster-data deep-learning sequence-models convlstm-pytorch prediction-model satellite-images segmentation-models classification-model deep-neural-networks spatial-data-analysis spatio-temporal-models satellite-classification spatio-temporal-analysis spatio-temporal-prediction

Created 2022-05-23

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

MultiResUNet nibtehaz

88

458

mit

10

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

medical-imaging segmentation-models

Created 2019-02-04

6 commits to master branch, last one 2 years ago

CPM VinAIResearch

62

391

bsd-3-clause

7

💄 Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

gan cvpr color makeup cvpr2021 cyclegan color-matching color-transfer computer-vision makeup-transfer face-manipulation pattern-detection segmentation-models

Created 2021-01-14

61 commits to main branch, last one 5 months ago

Awesome-U-Net NITR098

47

320

unknown

3

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

25 commits to main branch, last one 6 months ago

PytorchDeepLearing junqiangchen

43

265

unknown

4

Meidcal Image Segmentation Pytorch Version

flask vnet3d flask-application segmentation-models classification-model pytorch-implementation unet-image-segmentation

Created 2022-06-20

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

2020-CBMS-DoubleU-Net DebeshJha

71

238

unknown

7

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

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

Created 2020-04-22

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

sam_road htcr

28

186

mit

1

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

graph mapping cvpr2024 navigation scene-graph transformers remote-sensing computer-vision segment-anything autonomous-driving segmentation-models graph-neural-networks scene-graph-generation graph-representation-learning

Created 2024-02-26

63 commits to main branch, last one 8 months ago

TensorFlow-Advanced-Segmentation-Models JanMarcelKezmann

48

156

other

4

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

fcn fpn unet cfnet danet hrnet ocnet acfnet ocrnet pspnet deeplab tensorflow segmentation computer-vision tensorflow-macos image-segmentation segmentation-model segmentation-models semantic-segmentation

Created 2020-05-28

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

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

30

111

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

TMUnet rezazad68

12

95

unknown

1

Contextual Attention Network: Transformer Meets U-Net

unet pytorch skin-cancer transformers deep-learning pathology-image segmentation-models semantic-segmentation unet-image-segmentation

Created 2022-02-26

48 commits to main branch, last one 3 years ago

flutter_vision vladiH

43

81

mit

11

A Flutter plugin for managing both Yolov5 model and Tesseract v4, accessing with TensorFlow Lite 2.x. Support object detection, segmentation and OCR on both iOS and Android.

yolov5 yolov8 detection-model ocr-recognition segmentation-models

Created 2022-04-20

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

Brain-Tumors-Segmentation faizan1234567

4

74

mit

0

Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.

btcv organs brats16 brats17 brats18 brats23 synapse brats2020 segmentation deep-learning 3d-segmentation computer-vision medical-imaging machine-learning segmentation-models brain-tumor-segmentation medical-image-processing

Created 2022-09-03

550 commits to main branch, last one 5 days ago

SLAug Kaiseem

7

73

apache-2.0

1

[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

domain aaai2023 domain-adaptation segmentation-models domain-generalization medical-image-segmentation single-source-domain-generalization

Created 2022-11-25

15 commits to main branch, last one 5 months ago

GeoAI_Plugin luisCartoGeo

12

72

gpl-3.0

4

Plugin para ejecutar el modelo de META Segment Anything en QGIS

sam torch python3 qgis3-plugin segmentation-models

Created 2023-08-24

61 commits to main branch, last one 5 months ago

GeoPixel mbzuai-oryx

4

72

apache-2.0

9

GeoPixel: A Pixel Grounding Large Multimodal Model for Remote Sensing is specifically developed for high-resolution remote sensing image analysis, offering advanced multi-target pixel grounding capabi...

grounding-llms remote-sensing foundation-models segmentation-models vision-language-models large-multimodal-models large-vision-language-models

Created 2025-01-23

82 commits to main branch, last one 14 days ago

C-3PO DoctorKey

16

70

mit

2

[PR] How to Reduce Change Detection to Semantic Segmentation

change-detection segmentation-models pytorch-implementation scene-change-detection

Created 2023-02-09

18 commits to main branch, last one 2 months ago

segmentation_models_pytorch_3d ZFTurbo

8

60

mit

4

Segmentation models for 3D data with different backbones. PyTorch.

3d pytorch 3d-models segmentation pretrained-models unet-segmentation segmentation-models

Created 2024-02-21

12 commits to main branch, last one 8 months ago

quadra orobix

1

49

apache-2.0

4

Quadra: Effortless and reproducible deep learning workflows with configuration files.

hydra pytorch lightning-ai deep-learning computer-vision anomaly-detection pytorch-lightning segmentation-models

Created 2023-05-24

335 commits to main branch, last one about a month ago

xboundformer jcwang123

4

48

unknown

1

[TMI 2023] XBound-Former: Toward Cross-scale Boundary Modeling in Transformers

segmentation-models transformers-models medical-image-processing

Created 2022-05-19

16 commits to main branch, last one 2 years ago

totalspineseg neuropoly

2

48

lgpl-3.0

3

Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterative Algorithm.

mri spine nnu-net vertebrae spinal-cord segmentation spinal-canal 3d-medical-images segmentation-models vertebrae-segmentation vertebrae-identification

Created 2023-01-11

534 commits to main branch, last one about a month ago