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实时语义分割

2020-11-18 06:11:33 ShellCollector

 

一种视频目标分割的转换方法,采用标签传播的方式,简单高性能、高效率。

[9].A Transductive Approach for Video Object Segmentation

作者 | Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

单位 | 微软亚洲研究院;卡内基梅隆大学

代码 | https://github.com/microsoft/transductive-vos.pytorch

模型:46m davis_train.pth.tar

 

作者 | Andreas Robinson, Felix Jaremo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg

单位 | Linkoping University, Sweden;ETH Zurich, Switzerland;IIAI

代码 | https://github.com/andr345/frtm-vos

需要c++代码:

rn18_ytvos.pth ResNet18 YouTubeVOS download
rn18_all.pth ResNet18 YouTubeVOS + DAVIS download
rn101_ytvos.pth ResNet101 YouTubeVOS download
rn101_all.pth ResNet101 YouTubeVOS + DAVIS download
rn101_dv.pth ResNet101 DAVIS download

rn18_ytvos.pth 4.7m

 

有的参考:https://blog.csdn.net/jacke121/article/details/108838979

 

论文:DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

github:https://github.com/huaifeng1993/DFANet

 

CVPR2019,旷视科技作品

 

platform input size batch size inference time /ms
rk3399 320*200 1 960
rk3399 200*100 1 589
rk3399 80*80 1 259
rk3399 72*72 1 161
2080 1024*1024 4 40
2080 1024*1024 1 16
2080 2048*1024 1 17
2080 2048*1024 2 39
2080 512*512 1 39
2080 512*512 16 44

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本文为[ShellCollector]所创,转载请带上原文链接,感谢
https://blog.csdn.net/jacke121/article/details/109731046

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