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PaddleSeg
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Branch: release/2.7
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PaddleSeg/configs/glore
Liu Yi 3fd33d5582
[Feature] Add GloRe (#1951) 		2 years ago
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README.md [Feature] Add GloRe (#1951) 2 years ago
glore_resnet50_os8_cityscapes_1024x512_80k.yml [Feature] Add GloRe (#1951) 2 years ago
glore_resnet50_os8_voc12aug_512x512_40k.yml [Feature] Add GloRe (#1951) 2 years ago

README.md

Graph-Based Global Reasoning Networks

Reference

Chen, Yunpeng, Marcus Rohrbach, Zhicheng Yan, Yan Shuicheng, Jiashi Feng, and Yannis Kalantidis. "Graph-based global reasoning networks." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 433-442. 2019.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
GloRe ResNet50_OS8 1024x512 80000 78.26% 78.61% 78.72% model | log | vdl

Pascal VOC 2012 + Aug

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
GloRe ResNet50_OS8 512x512 40000 80.16% 80.35% 80.40% 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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