danet

Dual Attention Network for Scene Segmentation

Reference

Fu J, Liu J, Tian H, et al. Dual attention network for scene segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 3146-3154.

Performance

Cityscapes

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

Pascal VOC 2012 + Aug

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
DANet	ResNet50_OS8	1024x512	40000	78.55%	-	-	model | log | vdl