Cargando…

Precision Detection of Dense Plums in Orchards Using the Improved YOLOv4 Model

The precision detection of dense small targets in orchards is critical for the visual perception of agricultural picking robots. At present, the visual detection algorithms for plums still have a poor recognition effect due to the characteristics of small plum shapes and dense growth. Thus, this pap...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Lele, Zhao, Yingjie, Liu, Shengbo, Li, Yuanhong, Chen, Shengde, Lan, Yubin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Plant Science
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963500/ https://www.ncbi.nlm.nih.gov/pubmed/35360334 http://dx.doi.org/10.3389/fpls.2022.839269

Ejemplares similares

Fast and precise detection of litchi fruits for yield estimation based on the improved YOLOv5 model
por: Wang, Lele, et al.
Publicado: (2022)

Precision detection of crop diseases based on improved YOLOv5 model
por: Zhao, Yun, et al.
Publicado: (2023)

YOLOv7-Plum: Advancing Plum Fruit Detection in Natural Environments with Deep Learning
por: Tang, Rong, et al.
Publicado: (2023)

TIA-YOLOv5: An improved YOLOv5 network for real-time detection of crop and weed in the field
por: Wang, Aichen, et al.
Publicado: (2022)

Recognition of terminal buds of densely-planted Chinese fir seedlings using improved YOLOv5 by integrating attention mechanism
por: Ye, Zhangxi, et al.
Publicado: (2022)

Tomato Pest Recognition Algorithm Based on Improved YOLOv4
por: Liu, Jun, et al.
Publicado: (2022)

An efficient tomato-detection method based on improved YOLOv4-tiny model in complex environment
por: Mbouembe, Philippe Lyonel Touko, et al.
Publicado: (2023)

TBC-YOLOv7: a refined YOLOv7-based algorithm for tea bud grading detection
por: Wang, Siyang, et al.
Publicado: (2023)

Design and validation of a multi-objective waypoint planning algorithm for UAV spraying in orchards based on improved ant colony algorithm
por: Tian, Haoxin, et al.
Publicado: (2023)

Detection method of wheat spike improved YOLOv5s based on the attention mechanism
por: Zang, Hecang, et al.
Publicado: (2022)

EBE-YOLOv4: A lightweight detecting model for pine cones in forest
por: Zhang, Zebing, et al.
Publicado: (2022)

A real-time object detection model for orchard pests based on improved YOLOv4 algorithm
por: Pang, Haitong, et al.
Publicado: (2022)

Universal detection of curved rice panicles in complex environments using aerial images and improved YOLOv4 model
por: Sun, Boteng, et al.
Publicado: (2022)

Tomato brown rot disease detection using improved YOLOv5 with attention mechanism
por: Liu, Jun, et al.
Publicado: (2023)

Trans-grafting plum pox virus resistance from transgenic plum rootstocks to apricot scions
por: Alburquerque, Nuria, et al.
Publicado: (2023)

Improved YOLOv4 recognition algorithm for pitaya based on coordinate attention and combinational convolution
por: Zhang, Fu, et al.
Publicado: (2022)

Corrigendum: Improved YOLOv4 recognition algorithm for pitaya based on coordinate attention and combinational convolution
por: Zhang, Fu, et al.
Publicado: (2022)

Detecting Pests From Light-Trapping Images Based on Improved YOLOv3 Model and Instance Augmentation
por: Lv, Jiawei, et al.
Publicado: (2022)

Rapid detection of Yunnan Xiaomila based on lightweight YOLOv7 algorithm
por: Wang, Fenghua, et al.
Publicado: (2023)

An occluded cherry tomato recognition model based on improved YOLOv7
por: Hou, Guangyu, et al.
Publicado: (2023)

Hydroponic lettuce defective leaves identification based on improved YOLOv5s
por: Jin, Xin, et al.
Publicado: (2023)

Numerical simulation and verification of rotor downwash flow field of plant protection UAV at different rotor speeds
por: Chang, Kun, et al.
Publicado: (2023)

An improved YOLOv5s model using feature concatenation with attention mechanism for real-time fruit detection and counting
por: Lawal, Olarewaju Mubashiru, et al.
Publicado: (2023)

Fruit Detection and Counting in Apple Orchards Based on Improved Yolov7 and Multi-Object Tracking Methods
por: Hu, Jing, et al.
Publicado: (2023)

Design of field real-time target spraying system based on improved YOLOv5
por: Li, He, et al.
Publicado: (2022)

Rapid and accurate detection of multi-target walnut appearance quality based on the lightweight improved YOLOv5s_AMM model
por: Zhan, Zicheng, et al.
Publicado: (2023)

Detection and localization of citrus fruit based on improved You Only Look Once v5s and binocular vision in the orchard
por: Hou, Chaojun, et al.
Publicado: (2022)

WSVAS: A YOLOv4 -based phenotyping platform for automatically detecting the salt tolerance of wheat based on seed germination vigour
por: Fu, Xiuqing, et al.
Publicado: (2022)

Biostimulants promote the accumulation of carbohydrates and biosynthesis of anthocyanins in ‘Yinhongli’ plum
por: Yao, Lu, et al.
Publicado: (2023)

Dragon fruit detection in natural orchard environment by integrating lightweight network and attention mechanism
por: Zhang, Bin, et al.
Publicado: (2022)

YOLO-P: An efficient method for pear fast detection in complex orchard picking environment
por: Sun, Han, et al.
Publicado: (2023)

Real-time determination of flowering period for field wheat based on improved YOLOv5s model
por: Song, Xubin, et al.
Publicado: (2023)

Application of improved YOLOv7-based sugarcane stem node recognition algorithm in complex environments
por: Wen, Chunming, et al.
Publicado: (2023)

Green Citrus Detection and Counting in Orchards Based on YOLOv5-CS and AI Edge System
por: Lyu, Shilei, et al.
Publicado: (2022)

YOLO-plum: A high precision and real-time improved algorithm for plum recognition
por: Niu, Yupeng, et al.
Publicado: (2023)

Composition and Food Web Structure of Aphid-Parasitoid Populations on Plum Orchards in Chile
por: Alvarez-Baca, Jeniffer K., et al.
Publicado: (2023)

Analysis of Self-Incompatibility and Genetic Diversity in Diploid and Hexaploid Plum Genotypes
por: Abdallah, Donia, et al.
Publicado: (2019)

EADD-YOLO: An efficient and accurate disease detector for apple leaf using improved lightweight YOLOv5
por: Zhu, Shisong, et al.
Publicado: (2023)

Design and development of orchard autonomous navigation spray system
por: Wang, Shubo, et al.
Publicado: (2022)

The potential for biochar application in “Shatangju” (Citrus reticulate cv.) orchard on acid red soil: Biochar prepared from its organic waste in an orchard
por: Guo, Yanjun, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_4ui0j780onv204h9vqjee4vsub