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upernet_resnet101_os8_cityscapes_512x1024_40k.yml [Feature] Add Upernet (#2175) 1 year ago

README.md

Unified Perceptual Parsing for SceneUnderstanding

Reference

Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun. "Unified Perceptual Parsing for Scene Understanding." Proceedings of the European Conference on Computer Vision (ECCV). 2018.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
UPerNet ResNet101_OS8 512x1024 40000 79.58% 80.11% 80.41% 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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Please read the following content carefully:

Dear OpenI User

Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.

For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》

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