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PaddleSeg/configs/espnetv1
Liu Yi 65f5076bc6
[Improvement] Use new codestyle (#1897) 		2 years ago
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README.md [Improvement] Use new codestyle (#1897) 2 years ago
espnetv1_cityscapes_1024x512_120k.yml [Feature] Add ESPNetV1 (#1625) 2 years ago

README.md

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Reference

Mehta Sachin, Mohammad Rastegari, Anat Caspi, Linda Shapiro, and Hannaneh Hajishirzi. "ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation.".In Proceedings of the European Conference on Computer Vision, pp. 552-568. 2018.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
ESPNetV2 - 1024x512 120000 61.82% 62.20% 62.89% 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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