danet

Dual Attention Network for Scene Segmentation

Reference

Fu, Jun, Jing Liu, Haijie Tian, Yong Li, Yongjun Bao, Zhiwei Fang, and Hanqing Lu. "Dual attention network for scene segmentation." In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3146-3154. 2019.

Performance

Cityscapes

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
DANet	ResNet50_OS8	1024x512	80000	80.27%	80.53%	-	model | log | vdl

Pascal VOC 2012 + Aug

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
DANet	ResNet50_OS8	512x512	40000	78.55%	78.93%	79.68%	model | log | vdl