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segmentation_models.pytorch qubvel-org

1.7k

10.3k

mit

86

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

Created 2019-03-01

494 commits to main branch, last one 4 hours ago

food-recognition lannguyen0910

85

306

mit

4

🍔🍟🍗 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 11 months ago

EfficientUNetPlusPlus jlcsilva

10

66

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 3 years ago

MedicalImage Allenem

9

53

unknown

1

: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 3 years ago

prostateMR_3D-CAD-csPCa DIAGNijmegen

7

40

unknown

5

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This repository has been archived (exclude archived)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 3 years ago