UNet++: A Nested U-Net Architecture for Medical Image Segmentation
2018-07-18Code Available1· sign in to hype
Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang
Code Available — Be the first to reproduce this paper.
ReproduceCode
- github.com/MrGiovanni/Nested-UNetOfficialIn paperpytorch★ 0
- github.com/qubvel/segmentation_models.pytorchpytorch★ 11,417
- github.com/PaddlePaddle/PaddleSegpaddle★ 9,319
- github.com/yingkaisha/keras-unet-collectiontf★ 757
- github.com/frgfm/Holocronpytorch★ 328
- github.com/Burf/tfdetectiontf★ 56
- github.com/marccoru/marinedebrisdetectorpytorch★ 27
- github.com/mrgiovanni/dissertationnone★ 14
- github.com/gallegi/T4E_MICCAI_BrainTumorpytorch★ 10
- github.com/mfp0610/semantic-segmentaionpytorch★ 2
Abstract
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
Tasks
Benchmark Results
| Dataset | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| PCOD_1200 | UNet++ | S-Measure | 0.8 | — | Unverified |