A Method for Obtaining the Number of Maize Seedlings Based on the Improved YOLOv4 Lightweight Neural Network

A Method for Obtaining the Number of Maize Seedlings Based on the Improved YOLOv4 Lightweight Neural Network

Obtaining the number of plants is the key to evaluating the effect of maize mechanical sowing, and is also a reference for subsequent statistics on the number of missing seedlings. When the existing model is used for plant number detection, the recognition accuracy is low, the model parameters are l...

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Bibliographic Details
Main Authors: Jiaxin Gao, Feng Tan, Jiapeng Cui, Bo Ma
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Agriculture
Subjects:
maize seedlings
detection
YOLOv4
improved Ghostnet
k-means clustering
attention mechanism
Online Access:https://www.mdpi.com/2077-0472/12/10/1679

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