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

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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Bibliographic Details
Main Authors: Muhammad Shahab Alam, Mansoor Alam, Muhammad Tufail, Muhammad Umer Khan, Ahmet Güneş, Bashir Salah, Fazal E. Nasir, Waqas Saleem, Muhammad Tahir Khan
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Applied Sciences
Subjects:
precision agriculture
selective spraying
vision-based crop and weed detection
convolutional neural networks
Faster R-CNN
YOLOv5
Online Access:https://www.mdpi.com/2076-3417/12/3/1308

Internet

https://www.mdpi.com/2076-3417/12/3/1308

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