TobSet: A New Tobacco Crop and Weeds Image Dataset and Its Utilization for Vision-Based Spraying by Agricultural Robots

Selective agrochemical spraying is a highly intricate task in precision agriculture. It requires spraying equipment to distinguish between crop (plants) and weeds and perform spray operations in real-time accordingly. The study presented in this paper entails the development of two convolutional neu...

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Detalhes bibliográficos

Principais autores:	Muhammad Shahab Alam, Mansoor Alam, Muhammad Tufail, Muhammad Umer Khan, Ahmet Güneş, Bashir Salah, Fazal E. Nasir, Waqas Saleem, Muhammad Tahir Khan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-01-01
Colecção:	Applied Sciences
Assuntos:	precision agriculture selective spraying vision-based crop and weed detection convolutional neural networks Faster R-CNN YOLOv5
Acesso em linha:	https://www.mdpi.com/2076-3417/12/3/1308
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