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segmenter_vit_small_mask_ade20k_512x512_160k.yml [Feature] Add segmenter (#1469) 2 years ago

README.md

Segmenter: Transformer for Semantic Segmentation

Reference

Strudel, Robin, Ricardo Garcia, Ivan Laptev, and Cordelia Schmid. "Segmenter: Transformer for Semantic Segmentation." In Proceedings of the IEEE International Conference on Computer Vision, pp. 7262-7272. 2021.

Performance

ADE20k

Model Backbone Head Patch Size Resolution Training Iters mIoU (slice) mIoU (flip) Links
Segmenter ViT small Linear 16 512*512 160000 45.48 45.69 model | log | vdl
Segmenter ViT small Mask 16 512*512 160000 45.15 45.41 model | log | vdl
Segmenter ViT base Linear 16 512*512 160000 48.13 48.31 model | log | vdl
Segmenter ViT base Mask 16 512*512 160000 48.49 48.61 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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