Improving YOLOv4-Tiny’s Construction Machinery and Material Identification Method by Incorporating Attention Mechanism

Improving YOLOv4-Tiny’s Construction Machinery and Material Identification Method by Incorporating Attention Mechanism

To facilitate the development of intelligent unmanned loaders and improve the recognition accuracy of loaders in complex scenes, we propose a construction machinery and material target detection algorithm incorporating an attention mechanism (AM) to improve YOLOv4-Tiny. First, to ensure the robustne...

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Bibliographic Details
Main Authors: Jiale Yao, Dengsheng Cai, Xiangsuo Fan, Bing Li
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Mathematics
Subjects:
intelligent loader
style transfer
machine vision
CAM
YOLOv4-Tiny
Online Access:https://www.mdpi.com/2227-7390/10/9/1453

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