mib

Introduction

Official Repo

Code Snippet

MiB (CVPR'2020)

@inproceedings{cermelli2020modeling,
  title={Modeling the background for incremental learning in semantic segmentation},
  author={Cermelli, Fabio and Mancini, Massimiliano and Bulo, Samuel Rota and Ricci, Elisa and Caputo, Barbara},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={9233--9242},
  year={2020}
}

Results

PASCAL VOC

Backbone	Crop Size	Setting	mIoU	Download
R-101-D16	512x512	15-5-disjoint	66.1%	cfg | modellinks-per-step | log
R-101-D16	512x512	15-5-overlapped	70.2%	cfg | modellinks-per-step | log
R-101-D16	512x512	15-1-disjoint	40.7%	cfg | modellinks-per-step | log
R-101-D16	512x512	15-1-overlapped	34.6%	cfg | modellinks-per-step | log
R-101-D16	512x512	10-1-disjoint	9.9%	cfg | modellinks-per-step | log
R-101-D16	512x512	10-1-overlapped	21.1%	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