plop

Introduction

Official Repo

Code Snippet

PLOP (CVPR'2021)

@inproceedings{douillard2021plop,
  title={Plop: Learning without forgetting for continual semantic segmentation},
  author={Douillard, Arthur and Chen, Yifu and Dapogny, Arnaud and Cord, Matthieu},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={4040--4050},
  year={2021}
}

Results

PASCAL VOC

Backbone	Crop Size	Setting	mIoU	Download
R-101-D16	512x512	15-5-disjoint		cfg | modellinks-per-step | log
R-101-D16	512x512	15-5-overlapped		cfg | modellinks-per-step | log
R-101-D16	512x512	15-1-disjoint		cfg | modellinks-per-step | log
R-101-D16	512x512	15-1-overlapped		cfg | modellinks-per-step | log
R-101-D16	512x512	10-1-disjoint		cfg | modellinks-per-step | log
R-101-D16	512x512	10-1-overlapped		cfg | modellinks-per-step | log

ADE20k

Backbone	Crop Size	Setting	mIoU	Download
R-101-D16	512x512	100-50-disjoint		cfg | modellinks-per-step | log
R-101-D16	512x512	100-50-overlapped		cfg | modellinks-per-step | log
R-101-D16	512x512	100-10-disjoint		cfg | modellinks-per-step | log
R-101-D16	512x512	100-10-overlapped		cfg | modellinks-per-step | log
R-101-D16	512x512	100-5-disjoint		cfg | modellinks-per-step | log
R-101-D16	512x512	100-5-overlapped		cfg | modellinks-per-step | log

More

You can also download the model weights from following sources:

• BaiduNetdisk: https://pan.baidu.com/s/1e9LlD6ITuLECstFcVPaCxQ with access code 55mq