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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

segmentation_models qubvel

1.0k

4.6k

mit

92

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Created 2018-06-05

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

MedicalZooPytorch black0017

293

1.6k

mit

34

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 2 years ago

GeoTorchAI wherobots

35

460

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 7 months ago

MultiResUNet nibtehaz

86

409

mit

11

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 about a year ago

CPM VinAIResearch

57

355

apache-2.0

8

💄 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

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

2020-CBMS-DoubleU-Net DebeshJha

67

228

unknown

8

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 7 months 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

PytorchDeepLearing junqiangchen

33

172

unknown

5

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 2 months ago

TensorFlow-Advanced-Segmentation-Models JanMarcelKezmann

46

149

other

6

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

TMUnet rezazad68

12

92

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 2 years ago

sam_road htcr

12

78

unknown

2

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

graph mapping navigation transformers remote-sensing computer-vision segment-anything autonomous-driving segmentation-models graph-neural-networks

Created 2024-02-26

50 commits to main branch, last one about a month 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

flutter_vision vladiH

23

62

mit

10

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 8 months ago

SLAug Kaiseem

6

60

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

14 commits to main branch, last one 7 months ago