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README.md

README.md

 
 

stdc1_seg_cityscapes_1024x512_80k.yml

stdc1_seg_cityscapes_1024x512_80k.yml

 
 

stdc1_seg_voc12aug_512x512_40k.yml

stdc1_seg_voc12aug_512x512_40k.yml

 
 

stdc2_seg_cityscapes_1024x512_80k.yml

stdc2_seg_cityscapes_1024x512_80k.yml

 
 

stdc2_seg_voc12aug_512x512_40k.yml

stdc2_seg_voc12aug_512x512_40k.yml

 
 

README.md

Rethinking BiSeNet For Real-time Semantic Segmentation

Reference

Fan, Mingyuan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, and Xiaolin Wei. "Rethinking BiSeNet For Real-time Semantic Segmentation." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9716-9725. 2021.

Performance

CityScapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
STDC1-Seg50 STDC1 1024x512 80000 74.74% 75.71% 76.77% model | log | vdl
STDC2-Seg50 STDC2 1024x512 80000 77.60% 78.32% 79.09% model | log | vdl

Pascal VOC 2012 + Aug

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
STDC1-Seg50 STDC1 512x512 40000 68.06% 68.48% 69.26% model | log | vdl
STDC2-Seg50 STDC2 512x512 40000 68.98% 70.07% 70.72% model | log | vdl