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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

food-recognition lannguyen0910

65

206

mit

5

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

yolov5 yolov8 pytorch efficientnet unetplusplus deep-learning food-analysis food-detection computer-vision object-detection food-segmentation food-classification image-classification semantic-segmentation

Created 2021-06-24

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

EfficientUNetPlusPlus jlcsilva

10

61

mit

1

Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while b...

unet pytorch efficientnet segmentation unetplusplus deep-learning efficientunetplusplus medical-image-segmentation

Created 2021-06-20

20 commits to main branch, last one 2 years ago

prostateMR_3D-CAD-csPCa DIAGNijmegen

6

39

unknown

6

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow...

seresnet mri-images unetplusplus attention-unet prostate-cancer tensorflow-keras probabilistic-unet attention-mechanisms computer-aided-detection computer-aided-diagnosis

This repository has been archived (exclude archived)

Created 2021-01-19

186 commits to main branch, last one 2 years ago

MedicalImage Allenem

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38

unknown

2

:hospital: 医学图像作业：图像配准论文阅读；眼底血管分割实验

unet registration unet-pytorch unetplusplus segementation medical-imaging

Created 2021-06-11

6 commits to main branch, last one 2 years ago