gcnet

GCNet: Non-local networks meet squeeze-excitation networks and beyond

Reference

Cao, Yue, Jiarui Xu, Stephen Lin, Fangyun Wei, and Han Hu. "GCNet: Non-local networks meet squeeze-excitation networks and beyond." In Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 0-0. 2019.

Performance

Cityscapes

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
GCNet	ResNet50_OS8	1024x512	80000	79.50%	79.77%	80.16%	model | log | vdl
GCNet	ResNet101_OS8	1024x512	80000	81.01%	81.30%	81.85%	model | log | vdl

Pascal VOC 2012 + Aug

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
GCNet	ResNet50_OS8	512x512	40000	80.32%	80.39%	80.94%	model | log | vdl
GCNet	ResNet101_OS8	512x512	40000	79.64%	79.59%	80.25%	model | log | vdl