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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