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Technological factors are a multifacetedinfluencer. Let’s just think about the sorts of technology that you come in touch with almost daily.Smartphones such as Android and iPhone are now common – all – garden, and we are used to being able to access information and communication technology i...
This chapter provides the first comprehensive review of digital tools and technologies available for the identification, monitoring, and control of pests and diseases, with an emphasis on root, tuber, and banana (RT&B) crops. These tools include systems
Generally, the more complex a model is, the higher the computational resource requirement is, particularly on devices with limited hardware resources, like Raspberry Pi or certain smartphones. On such devices, the advantage of lightweight models becomes particularly pronounced. For instance, YOLOv8 ...
The realization that mobile phones can detect rice diseases and insect pests not only solves the problems of low efficiency and poor accuracy from manually detection and reporting, but it also helps farmers detect and control them in the field in a timel
and inference speeds per trap image of 19.4 s and 62.7 s for high-end and low-end smartphones, respectively. These results demonstrate the potential of the approach proposed to be integrated into a mobile-based solution for vineyard pest monitoring by providing automated detection and the counting...
“Integrated Pest Management”, “IPM”, “Integrated Pest Control”, “IPC”, “Integrated Crop Protection”, “Integrated Plant Protection”, “Integrated weed Management”, and “Integrated Weed Control” are used as a keyword for data collection for fulfilling the research objective. If we ...
The demand for mobile applications in agriculture is increasing as smartphones are continuously developed and used for many purposes; one of them is managing pests and diseases in crops. Using mobile applications, farmers can detect early infection and improve the specified treatment and precautions to...
With the rapid development of smart phones, a one-chip sensory array could be integrated with smart phones and a user-friendly interface in an app, which could help to realize intelligent, small, multi-functional, and low-cost E-noses. In this scenario, a smart phone with an E-nose chip...
More work is still being performed to make the device suitable for aphids and mites in cotton fields. The suggested device development process was reported in [31]. Smartphones from Apple, Sony, and Samsung were tested as part of the concept testing. The updates indicated that the greatest F...