Autonomous Agricultural Robot Using YOLOv8 and ByteTrack for Weed Detection and Destruction by Ardin Bajraktari, Hayrettin Toylan

Subjects: Get full text

YOLO-ACE: Enhancing YOLO with Augmented Contextual Efficiency for Precision Cotton Weed Detection by Qi Zhou, Huicheng Li, Zhiling Cai, Yiwen Zhong, Fenglin Zhong, Xiaoyu Lin, Lijin Wang

Subjects: “…weed detection…”
Get full text

STBNA-YOLOv5: An Improved YOLOv5 Network for Weed Detection in Rapeseed Field by Tao Tao, Xinhua Wei

Subjects: Get full text

Development of an Automatic System to Detect and Spray Herbicides in Corn Fields by Mustafa Üçgül, Hayrettin Karadöl, Ali Aybek

Subjects: Get full text

Detection of weeds in teff crops using deep learning and UAV imagery for precision herbicide application by Alemu Setargew Kebede, Tsehay Wasihun Muluneh, Abebe Belay Adege

Subjects: Get full text

Weed detection on embedded systems using computer vision algorithms by D. Shadrin, S. Illarionova, R. Kasatov, M. Akimenkova, G. Rudensky, E. Erhan

Subjects: “…weed detection…”
Get full text

An Efficient Group Convolution and Feature Fusion Method for Weed Detection by Chaowen Chen, Ying Zang, Jinkang Jiao, Daoqing Yan, Zhuorong Fan, Zijian Cui, Minghua Zhang

Subjects: “…weed detection…”
Get full text

Development of software interface for AI-driven weed control in robotic vehicles, with time-based evaluation in indoor and field settings by G C Sunil, Arjun Upadhyay, Xin Sun

Subjects: Get full text

Deep learning for image-based detection of weeds from emergence to maturity in wheat fields by Mustafa Guzel, Bulent Turan, Izzet Kadioglu, Alper Basturk, Bahadir Sin, Amir Sadeghpour

Subjects: “…Weed detection…”
Get full text

Evaluation of Weed Infestations in Row Crops Using Aerial RGB Imaging and Deep Learning by Plamena D. Nikolova, Boris I. Evstatiev, Atanas Z. Atanasov, Asparuh I. Atanasov

Subjects: “…weed detection…”
Get full text

Weed detection in cabbage fields using RGB and NIR images by Adam Hruška, Pavel Hamouz, Jakub Lev, Josef Pavlíček, Milan Kroulík, Kateřina Hamouzová, Pavlína Košnarová, Josef Holec, Pavel Kouřím

Subjects: “…Weed detection…”
Get full text

GE-YOLO for Weed Detection in Rice Paddy Fields by Zimeng Chen, Baifan Chen, Yi Huang, Zeshun Zhou

Subjects: “…weed detection…”
Get full text

Soybean Weed Detection Based on RT-DETR with Enhanced Multiscale Channel Features by Hua Yang, Yanjie Lyu, Yunpeng Jiang, Feng Jiang, Taiyong Deng, Lihao Yu, Yuanhao Qiu, Hao Xue, Junying Guo, Zhaoqi Meng

Subjects: Get full text

YOLO-SW: A Real-Time Weed Detection Model for Soybean Fields Using Swin Transformer and RT-DETR by Yizhou Shuai, Jingsha Shi, Yi Li, Shaohao Zhou, Lihua Zhang, Jiong Mu

Subjects: “…weed detection…”
Get full text

A Lightweight Model for Weed Detection Based on the Improved YOLOv8s Network in Maize Fields by Jinyong Huang, Xu Xia, Zhihua Diao, Xingyi Li, Suna Zhao, Jingcheng Zhang, Baohua Zhang, Guoqiang Li

Subjects: “…weed detection…”
Get full text

Precision Weed Management for Straw-Mulched Maize Field: Advanced Weed Detection and Targeted Spraying Based on Enhanced YOLO v5s by Xiuhong Wang, Qingjie Wang, Yichen Qiao, Xinyue Zhang, Caiyun Lu, Chao Wang

Subjects: Get full text

PHRF-RTDETR: a lightweight weed detection method for upland rice based on RT-DETR by Xianjin Jin, Jinheng Zhang, Fei Wang, Mengyan Zhao, Yunshuang Wang, Jianping Yang, Jinfeng Wu, Bing Zhou

Subjects: “…weed detection…”
Get full text

A lightweight weed detection model for cotton fields based on an improved YOLOv8n by Jun Wang, Zhengyuan Qi, Yanlong Wang, Yanyang Liu

Subjects: Get full text

How to Affect the Number of Images on the Success Rate for Detection of Weeds with Deep Learning by Mustafa Guzel, Bulent Turan, Izzet Kadioglu, Bahadir Sin, Alper Basturk, Khaled R. Ahmed

Subjects: “…weed detection…”
Get full text

Multiclass weed and crop detection using optimized YOLO models on edge devices by Arjun Upadhyay, Sunil G C, Samriddha Das, Joseph Mettler, Kirk Howatt, Xin Sun

Subjects: Get full text