BlitzNet

BlitzNet

2019/11/18

前言：

有別於 RefineNet 與 PSPNet，BlitzNet 採取 DSSD 的架構，著重於速度。但 RefineNet 分別有 RefineNet-LW 輕量化與 RefineNet-AA 輕量化加上景深預測，而 PSPNet 之後則有 ICNet、BiSeNet 與 Fast-SCNN 的快速模型提出，因此 BlitzNet 的重要性已減低。

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# BlitzNet

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# DSSD

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# BlitzNet

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# BlitzNet

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# BlitzNet

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References

# BlitzNet

Dvornik, Nikita, et al. "Blitznet: A real-time deep network for scene understanding." Proceedings of the IEEE international conference on computer vision. 2017.

http://openaccess.thecvf.com/content_ICCV_2017/papers/Dvornik_BlitzNet_A_Real-Time_ICCV_2017_paper.pdf

# DSSD

Fu, Cheng-Yang, et al. "Dssd: Deconvolutional single shot detector." arXiv preprint arXiv:1701.06659 (2017).

https://arxiv.org/pdf/1701.06659.pdf 

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BlitzNet A Real-Time Deep Network for Scene Understanding - ALISURE
https://alisure.github.io/2018/03/27/Paper/Semantic-Segmentation-BlitzNet/