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Asymmetric Non-local Neural Networks for Semantic Segmentation

Reference

Zhu, Zhen, Mengde Xu, Song Bai, Tengteng Huang, and Xiang Bai. "Asymmetric non-local neural networks for semantic segmentation." In Proceedings of the IEEE International Conference on Computer Vision, pp. 593-602. 2019.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (multi-scale) Links
ANN ResNet50_OS8 1024x512 80000 79.09% - model | log | vdl
ANN ResNet101_OS8 1024x512 80000 80.61% - model | log | vdl