LightSeg: Local Spatial Perception Convolution for Real-Time Semantic Segmentation

Semantic segmentation is increasingly being applied on mobile devices due to advancements in mobile chipsets, particularly in low-power consumption scenarios. However, the lightweight design of mobile devices poses limitations on the receptive field, which is crucial for dense prediction problems. E...

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Hlavní autoři:	Xiaochun Lei, Jiaming Liang, Zhaoting Gong, Zetao Jiang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-07-01
Edice:	Applied Sciences
Témata:	semantic segmentation low-power devices real-time inference efficient deep learning
On-line přístup:	https://www.mdpi.com/2076-3417/13/14/8130
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