Mean Average Precision | List of Frontiers open access articles

Original Research

Published on 11 Aug 2022

An intelligent monitoring system of diseases and pests on rice canopy

in Sustainable and Intelligent Phytoprotection

Suxuan Li
Zelin Feng
Baojun Yang
Hang Li
Fubing Liao
Yufan Gao
Shuhua Liu
Jian Tang
Qing Yao

Frontiers in Plant Science

doi 10.3389/fpls.2022.972286

9,914 views
29 citations

Original Research

Published on 03 Jan 2025

Efficient and accurate tobacco leaf maturity detection: an improved YOLOv10 model with DCNv3 and efficient local attention integration

in Sustainable and Intelligent Phytoprotection

Yi Shi
Hong Wang
Fei Wang
Yingkuan Wang
Jianjun Liu
Long Zhao
Hui Wang
Feng Zhang
Qiongmin Cheng
Shunhao Qing

Frontiers in Plant Science

doi 10.3389/fpls.2024.1474207

2,788 views
3 citations

Original Research

Published on 09 Apr 2024

Tomato leaf disease detection based on attention mechanism and multi-scale feature fusion

in Sustainable and Intelligent Phytoprotection

Yong Wang
Panxing Zhang
Shuang Tian

Frontiers in Plant Science

doi 10.3389/fpls.2024.1382802

10,375 views
58 citations

Original Research

Published on 29 Nov 2024

A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification

in Technical Advances in Plant Science

Xiaoying Zhu
Guangyao Pang
Xi He
Yue Chen
Zhenming Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1442968

2,762 views
1 citation

Original Research

Published on 11 Jul 2022

Flaw Detection in White Porcelain Wine Bottles Based on Improved YOLOv4 Algorithm

in Bionics and Biomimetics

Guoqiang Gong
Jun Huang
Hemin Wang

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2022.928900

2,620 views
6 citations

Original Research

Published on 26 May 2025

Study on the germination rate of maize seeds based on improved YOLOv8n model

in Technical Advances in Plant Science

Helong Yu
Jiayao Zhao
Chunguang Bi
Jing Chen
Ming Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1555440

2,830 views
2 citations

Original Research

Published on 14 Oct 2025

YOLOv8-Seg: a deep learning approach for accurate classification of osteoporotic vertebral fractures

in Artificial Intelligence in Radiology

Feng Yang
Yuchen Qian
Heting Xiao
Zhiheng Gao
Xuewen Zhao
Yuwei Chen
Haifu Sun
Yonggang Li
Yu Wang
Lingjie Wang

Frontiers in Radiology

doi 10.3389/fradi.2025.1651798

1,452 views
1 citation

Original Research

Published on 01 May 2024

Research on improved YOLOv8n based potato seedling detection in UAV remote sensing images

in Technical Advances in Plant Science

Lining Wang
Guanping Wang
Sen Yang
Yan Liu
Xiaoping Yang
Bin Feng
Wei Sun
Hongling Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1387350

3,996 views
10 citations

Original Research

Published on 19 Feb 2024

Enhanced YOLOv5s + DeepSORT method for highway vehicle speed detection and multi-sensor verification

in Radiation Detectors and Imaging

Zhongbin Luo
Yanqiu Bi
Xun Yang
Yong Li
Shanchuan Yu
Mengjun Wu
Qing Ye

Frontiers in Physics

doi 10.3389/fphy.2024.1371320

6,476 views
16 citations

Original Research

Published on 11 Jan 2021

Improved Vision-Based Detection of Strawberry Diseases Using a Deep Neural Network

in Technical Advances in Plant Science

Byoungjun Kim
You-Kyoung Han
Jong-Han Park
Joonwhoan Lee

Frontiers in Plant Science

doi 10.3389/fpls.2020.559172

10,438 views
43 citations

Original Research

Published on 12 Nov 2025

Detection of spheno-occipital synchondrosis fusion stages using artificial intelligence

in Craniofacial Biology and Dental Research

Sultan Uzun
Guldane Magat
Cengiz Evli

Frontiers in Physiology

doi 10.3389/fphys.2025.1682917

1,442 views

Brief Research Report

Published on 02 Dec 2025

Assessing the impact of feature communication in swarm perception for people re-identification

in Multi-Robot Systems

Miquel Kegeleirs
Ilyes Gharbi
Marios Kaplanis
Lorenzo Garattoni
Gianpiero Francesca
Mauro Birattari

Frontiers in Robotics and AI

doi 10.3389/frobt.2025.1671952

1,261 views

Original Research

Published on 09 Dec 2024

Deformable multi-level feature network applied to nucleus segmentation

in Systems Microbiology

Shulei Chang
Tingting Yang
Bowen Yin
Jiayi Zhang
Liang Ma
Yanhui Ding
Xiaodan Sui

Frontiers in Microbiology

doi 10.3389/fmicb.2024.1519871

1,654 views
1 citation

Original Research

Published on 12 Mar 2025

Enhancing automatic electric vehicle charging: a deep learning approach with YOLO and feature extraction techniques

in Computer Vision

Phasuwut Chunnapiya
Porawat Visutsak

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1505446

2,691 views
4 citations

Technology and Code

Published on 29 Oct 2025

RCDI-YOLO: a target-detection method for complex environment side-scan sonar images based on improved YOLOv8

in Ocean Observation

Jiaoyang Zhang
Bo Gao

Frontiers in Marine Science

doi 10.3389/fmars.2025.1679077

1,443 views

Original Research

Accepted on 09 Feb 2026

A Transformer-Based Framework for Cervical Cancer Lesion Detection Toward Radiogenomic Integration

in Precision Medicine

Fengdan Sun
Xian Ge
Luohui Deng
Yeman Wang
Hongbo Wu
Ling Wang
Qingling Ren

Frontiers in Medicine

Articles

An intelligent monitoring system of diseases and pests on rice canopy

Efficient and accurate tobacco leaf maturity detection: an improved YOLOv10 model with DCNv3 and efficient local attention integration

Tomato leaf disease detection based on attention mechanism and multi-scale feature fusion

A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification

Flaw Detection in White Porcelain Wine Bottles Based on Improved YOLOv4 Algorithm

Study on the germination rate of maize seeds based on improved YOLOv8n model

YOLOv8-Seg: a deep learning approach for accurate classification of osteoporotic vertebral fractures

Research on improved YOLOv8n based potato seedling detection in UAV remote sensing images

Enhanced YOLOv5s + DeepSORT method for highway vehicle speed detection and multi-sensor verification

Improved Vision-Based Detection of Strawberry Diseases Using a Deep Neural Network

Detection of spheno-occipital synchondrosis fusion stages using artificial intelligence

Assessing the impact of feature communication in swarm perception for people re-identification

Deformable multi-level feature network applied to nucleus segmentation

Enhancing automatic electric vehicle charging: a deep learning approach with YOLO and feature extraction techniques

RCDI-YOLO: a target-detection method for complex environment side-scan sonar images based on improved YOLOv8

A Transformer-Based Framework for Cervical Cancer Lesion Detection Toward Radiogenomic Integration