An Improved Method for Extracting Inter-Row Navigation Lines in Nighttime Maize Crops Using YOLOv7-Tiny

An Improved Method for Extracting Inter-Row Navigation Lines in Nighttime Maize Crops Using YOLOv7-Tiny

In response to the issue of insufficient nighttime illumination in mechanical weeding of maize crops, this study proposes an improved YOLOv7-tiny network model infrared image object detection. The model incorporates the ShuffleNet v1 network to reduce computational complexity, enhance image feature...

Full description

Bibliographic Details
Main Authors: Hailiang Gong, Weidong Zhuang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
YOLOv7-tiny
object detection
inter-row navigation line
ShuffleNet v1
attention mechanism
loss function
Online Access:https://ieeexplore.ieee.org/document/10433530/

Internet

https://ieeexplore.ieee.org/document/10433530/

Similar Items