Methods

Published on 01 Jul 2024

Real-time citrus variety detection in orchards based on complex scenarios of improved YOLOv7

in Technical Advances in Plant Science

Fuqin Deng
Jianle Chen
Lanhui Fu
Jiaming Zhong
Weilai Qiaoi
Jialong Luo
Junwei Li
Nannan Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1381694

1,167 views
1 citation

Original Research

Published on 28 Jun 2024

How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset

in Technical Advances in Plant Science

Shoujia Liu
Chang Zheng
Jiajun Wang
Yang Lu
Jie Yao
Zhiyuan Zou
Yafang Yin
Tuo He

Frontiers in Plant Science

doi 10.3389/fpls.2024.1368885

944 views

Review

Published on 27 Jun 2024

Advances in Physalis molecular research: applications in authentication, genetic diversity, phylogenetics, functional genes, and omics

in Technical Advances in Plant Science

Yan Jiang
Yanyun Jin
Yiyi Shan
Quanzhou Zhong
Huizhong Wang
Chenjia Shen
Shangguo Feng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1407625

1,528 views

Original Research

Published on 26 Jun 2024

Corn leaf disease: insightful diagnosis using VGG16 empowered by explainable AI

in Technical Advances in Plant Science

Maria Tariq
Usman Ali
Sagheer Abbas
Shahzad Hassan
Rizwan Ali Naqvi
Muhammad Adnan Khan
Daesik Jeong

Frontiers in Plant Science

doi 10.3389/fpls.2024.1402835

2,066 views

Original Research

Published on 26 Jun 2024

Counting nematodes made easy: leveraging AI-powered automation for enhanced efficiency and precision

in Technical Advances in Plant Science

Kanan K. Saikai
Trim Bresilla
Janne Kool
Norbert C. A. de Ruijter
Casper van Schaik
Misghina G. Teklu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1349209

2,517 views

Original Research

Published on 24 Jun 2024

Weed detection and recognition in complex wheat fields based on an improved YOLOv7

in Technical Advances in Plant Science

Kaixin Wang
Xihong Hu
Huiwen Zheng
Maoyang Lan
Changjiang Liu
Yihui Liu
Lei Zhong
Hai Li
Suiyan Tan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1372237

1,862 views
2 citations

Original Research

Published on 21 Jun 2024

Research on emergency scheduling based on improved genetic algorithm in harvester failure scenarios

in Technical Advances in Plant Science

Huanyu Liu
Lihan Zhang
Baidong Zhao
Jiacheng Tang
Jiahao Luo
Shuang Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1413595

1,118 views

Original Research

Published on 20 Jun 2024

YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

in Technical Advances in Plant Science

Mengli Zhang
Wei Chen
Pan Gao
Yongquan Li
Fei Tan
Yuan Zhang
Shiwei Ruan
Peng Xing
Li Guo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1409194

1,677 views
1 citation

Editorial

Published on 19 Jun 2024

Editorial: Advances in fruit-growing systems as a key factor of successful production

in Technical Advances in Plant Science

Geza Bujdoso

Frontiers in Plant Science

doi 10.3389/fpls.2024.1434929

497 views

Original Research

Published on 19 Jun 2024

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

in Technical Advances in Plant Science

Shunhao Qing
Zhaomei Qiu
Weili Wang
Fei Wang
Xin Jin
Jiangtao Ji
Long Zhao
Yi Shi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411510

1,538 views
2 citations

Original Research

Published on 19 Jun 2024

Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning

in Technical Advances in Plant Science

Joanna Pranga
Irene Borra-Serrano
Paul Quataert
Tom De Swaef
Thijs Vanden Nest
Koen Willekens
Greet Ruysschaert
Ivan A. Janssens
Isabel Roldán-Ruiz
Peter Lootens

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414181

1,217 views

Original Research

Published on 17 Jun 2024

Winter wheat ear counting based on improved YOLOv7x and Kalman filter tracking algorithm with video streaming

in Technical Advances in Plant Science

Xingmei Xu
Lei Zhou
Helong Yu
Guangyao Sun
Shuaipeng Fei
Jinyu Zhu
Yuntao Ma

Frontiers in Plant Science

doi 10.3389/fpls.2024.1346182

1,254 views
1 citation

Original Research

Published on 13 Jun 2024

Semantic segmentation of microbial alterations based on SegFormer

in Technical Advances in Plant Science

Wael M. Elmessery
Danil V. Maklakov
Tamer M. El-Messery
Denis A. Baranenko
Joaquín Gutiérrez
Mahmoud Y. Shams
Tarek Abd El-Hafeez
Salah Elsayed
Sadeq K. Alhag
Farahat S. Moghanm

Frontiers in Plant Science

doi 10.3389/fpls.2024.1352935

2,099 views
3 citations

Original Research

Published on 07 Jun 2024

Research on fertilization decision method for rice tillering stage based on the coupling of UAV hyperspectral remote sensing and WOFOST

in Technical Advances in Plant Science

Shilong Li
Zhongyu Jin
Juchi Bai
Shuang Xiang
Chenyi Xu
Fenghua Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1405239

1,239 views

Original Research

Published on 05 Jun 2024

The grading detection model for fingered citron slices (citrus medica ‘fingered’) based on YOLOv8-FCS

in Technical Advances in Plant Science

Lingtao Zhang
Pu Luo
Shaoyun Ding
Tingxuan Li
Kebei Qin
Jiong Mu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411178

1,053 views
1 citation

Original Research

Published on 05 Jun 2024

Development of a machine vision-based weight prediction system of butterhead lettuce (Lactuca sativa L.) using deep learning models for industrial plant factory

in Technical Advances in Plant Science

Jung-Sun Gloria Kim
Seongje Moon
Junyoung Park
Taehyeong Kim
Soo Chung

Frontiers in Plant Science

doi 10.3389/fpls.2024.1365266

3,610 views

Navigation group

Articles

Real-time citrus variety detection in orchards based on complex scenarios of improved YOLOv7

How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset

Advances in Physalis molecular research: applications in authentication, genetic diversity, phylogenetics, functional genes, and omics

Corn leaf disease: insightful diagnosis using VGG16 empowered by explainable AI

Counting nematodes made easy: leveraging AI-powered automation for enhanced efficiency and precision

Weed detection and recognition in complex wheat fields based on an improved YOLOv7

Research on emergency scheduling based on improved genetic algorithm in harvester failure scenarios

YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

Editorial: Advances in fruit-growing systems as a key factor of successful production

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning

Winter wheat ear counting based on improved YOLOv7x and Kalman filter tracking algorithm with video streaming

Semantic segmentation of microbial alterations based on SegFormer

Research on fertilization decision method for rice tillering stage based on the coupling of UAV hyperspectral remote sensing and WOFOST

The grading detection model for fingered citron slices (citrus medica ‘fingered’) based on YOLOv8-FCS

Development of a machine vision-based weight prediction system of butterhead lettuce (Lactuca sativa L.) using deep learning models for industrial plant factory