ENet

ENet

2019/11/18

前言：

以 SegNet 為基線，ENet 在 ResNet 的架構上整合了傳統卷積、Inception v3 的非對稱卷積、與 DilatedNet 的擴張卷積，在速度上取得極佳的表現，但在準確率上則不佳。可說是 Semantic Segmentation 上的 YOLO。

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# ENet

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# ENet

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# DilatedNet

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// AlphaTree-graphic-deep-neural-network_InceptionV3.md at master · weslynn_AlphaTree-graphic-deep-neural-network · GitHub

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# ENet

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References

# ENet

Paszke, Adam, et al. "Enet: A deep neural network architecture for real-time semantic segmentation." arXiv preprint arXiv:1606.02147 (2016).

https://arxiv.org/pdf/1606.02147.pdf

# DilatedNet

Yu, Fisher, and Vladlen Koltun. "Multi-scale context aggregation by dilated convolutions." arXiv preprint arXiv:1511.07122 (2015).

https://arxiv.org/pdf/1511.07122.pdf 

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AlphaTree-graphic-deep-neural-network_InceptionV3.md at master · weslynn_AlphaTree-graphic-deep-neural-network · GitHub
https://github.com/weslynn/AlphaTree-graphic-deep-neural-network/blob/master/object%20classification%20%E7%89%A9%E4%BD%93%E5%88%86%E7%B1%BB/InceptionV3.md

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ENet —一种针对实时语义分割的深度神经架构 - 知乎
https://zhuanlan.zhihu.com/p/57720412