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PaddleSeg/configs/hardnet
LutaoChu d34a149dec
Refactor learning rate config to support more lr strategies. 		3 years ago
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README.md Add HarDNet (#680) 3 years ago
hardnet_cityscapes_1024x1024_160k.yml Refactor learning rate config to support more lr strategies. 3 years ago

README.md

HarDNet: A Low Memory Traffic Network

Reference

Chao, Ping, Chao-Yang Kao, Yu-Shan Ruan, Chien-Hsiang Huang, and Youn-Long Lin. "Hardnet: A low memory traffic network." In Proceedings of the IEEE International Conference on Computer Vision, pp. 3552-3561. 2019.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
HarDNet - 1024x1024 160000 79.03% 79.49% 79.76% 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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