Double-Attention YOLO: Vision Transformer Model Based on Image Processing Technology in Complex Environment of Transmission Line Connection Fittings and Rust Detection

Double-Attention YOLO: Vision Transformer Model Based on Image Processing Technology in Complex Environment of Transmission Line Connection Fittings and Rust Detection

Transmission line fittings have been exposed to complex environments for a long time. Due to the interference of haze and other environmental factors, it is often difficult for the camera to obtain high quality on-site images, and the traditional image processing technology and convolution neural ne...

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Bibliographic Details
Main Authors: Zhiwei Song, Xinbo Huang, Chao Ji, Ye Zhang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Machines
Subjects:
transmission line connection fittings
multi-scale target detection
Vision Transformer
image defogging technology
attention mechanism
model compression and optimization
Online Access:https://www.mdpi.com/2075-1702/10/11/1002

Internet

https://www.mdpi.com/2075-1702/10/11/1002

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