Recognition and Early Stage Detection of Phytophthora in a Crop Farm Using IoT

Pooja Vajpayee, Kuldeep Kr. Yogi
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Abstract

Detection of agricultural plant pests is seen as one of the farmers’ problems. Automated Pest Detection Machine enables early detection of crop insects with advanced computer vision and image recognition. Innovative research in the field of agriculture has demonstrated a new direction by Internet of Things (IoT). IoT needs to be widely experienced at the early stage, so that it is widely used in different farming applications. It allows farmers increase their crop yield with reduced time and greater precision. For the past decade, climate change and precipitation have been unpredictable. Due to this, many Indian farmers are adopting smart methods for environment known as intelligent farming. Smart farming is an automated and IOT-based information technology (Internet of Things). In all wireless environments IOT is developing quickly and widely. The Internet of Things helps to monitor agricultural crops and thus quickly and effectively increase farmers’ income. This paper presents a literature review on IoT devices for recognizing and detecting insects in crop fields. Different types of framework/models are present which are explaining the procedure of insect detection.
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利用物联网对作物农场疫霉的识别和早期检测
农业植物害虫的检测被视为农民的难题之一。利用先进的计算机视觉和图像识别技术,自动害虫检测机能够及早发现农作物害虫。物联网(IoT)为农业领域的创新研究指明了新的方向。物联网需要在早期阶段广泛体验,以便广泛应用于不同的农业应用。它使农民能够以更少的时间和更高的精度提高作物产量。在过去的十年里,气候变化和降水一直是不可预测的。因此,许多印度农民正在采用被称为智能农业的智能方法来保护环境。智慧农业是一种自动化的、基于物联网(iot)的信息技术。在所有无线环境中,物联网正在迅速而广泛地发展。物联网有助于监测农作物,从而快速有效地增加农民的收入。本文综述了用于农作物田间昆虫识别和检测的物联网设备的相关文献。目前存在不同类型的框架/模型来解释昆虫检测的过程。
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