pointrend

PointRend: Image Segmentation As Rendering

Reference

Alexander Kirillov, Yuxin Wu, Kaiming He, Ross Girshick. "PointRend: Image Segmentation As Rendering." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9799-9808. 2020.

Performance

Cityscapes

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
PointRend	ResNet50_vd	1024x512	80000	76.54%	76.84%	77.45%	model | log | vdl

Pascal VOC 2012 + Aug

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
PointRend	ResNet50_vd	512x512	40000	72.82%	73.53%	74.62%	model | log | vdl
PointRend	ResNet101_vd	512x512	40000	74.09%	74.7%	74.85%	model | log | vdl