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README.md

Disentangled Non-Local Neural Networks

Reference

Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu:
Disentangled Non-local Neural Networks. ECCV (15) 2020: 191-207.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
DNLNet ResNet50_OS8 1024x512 80000 79.95% 80.43% - model | log | vdl
DNLNet ResNet101_OS8 1024x512 80000 81.03% 81.38% - model | log | vdl

Pascal VOC 2012 + Aug

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
DNLNet ResNet50_OS8 512x512 40000 80.89% 81.31% 81.56% model | log | vdl
DNLNet ResNet101_OS8 512x512 40000 80.49% 80.83% 81.33% model | log | vdl
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飞桨高性能图像分割开发套件，端到端完成从训练到部署的全流程图像分割应用。

https://github.com/PaddlePaddle/PaddleSeg

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