An Improved Apple Object Detection Method Based on Lightweight YOLOv4 in Complex Backgrounds

Convolutional neural networks have recently experienced successful development in the field of computer vision. In precision agriculture, apple picking robots use computer vision methods to detect apples in orchards. However, existing object detection algorithms often face problems such as leaf shad...

Full description

Bibliographic Details
Main Authors: Chenxi Zhang, Feng Kang, Yaxiong Wang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/14/17/4150