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RepVGG-YOLOv7: A Modified YOLOv7 for Fire Smoke Detection

To further improve the detection of smoke and small target smoke in complex backgrounds, a novel smoke detection model called RepVGG-YOLOv7 is proposed in this paper. Firstly, the ECA attention mechanism and SIoU loss function are applied to the YOLOv7 network. The network effectively extracts the f...

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Bibliografiske detaljer
Principais autores: Xin Chen, Yipeng Xue, Qingshan Hou, Yan Fu, Yaolin Zhu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-10-01
Serier:Fire
Fag:
Online adgang:https://www.mdpi.com/2571-6255/6/10/383
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