豇豆无人遥感智能识别技术

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遥感织就“智慧网”,豇豆产业“节节高”
Nan Fang Nong Cun Bao· 2025-05-29 07:34
Core Viewpoint - The article discusses the successful demonstration of unmanned remote sensing technology for cowpea (豇豆) identification in Guangdong, highlighting its potential to enhance efficiency and quality in the cowpea industry through technological innovation and policy support [5][10][62]. Group 1: Technology and Innovation - The unmanned remote sensing technology showcased during the event utilizes aerial photography and image processing to create high-precision images of cowpea crops, achieving an accuracy rate exceeding 95% [18][21]. - The technology integrates artificial intelligence and deep learning to develop a semantic segmentation model specifically for cowpea in Guangdong, enabling intelligent identification of different growth stages [20][21]. - A data visualization system has been developed to present cowpea distribution areas and accurately calculate planting areas, significantly improving management efficiency and providing technological support for quality enhancement [23][25]. Group 2: Policy and Quality Control - The article emphasizes the importance of policy support and technological innovation in driving high-quality development of the cowpea industry, with a focus on safety and quality management [28][30]. - Agricultural experts stress the need for stringent safety production measures and the promotion of green pest control technologies to ensure cowpea safety for consumers [31][33]. - Recommendations for improving cowpea quality include selecting pest-resistant varieties, implementing effective pest control measures, and establishing rapid pesticide residue screening methods [39][40]. Group 3: Digital Transformation and Collaboration - The "Yue Nong You Quan" service platform is highlighted as a digital tool that provides agricultural producers with technical guidance and facilitates information sharing, enhancing collaboration within the cowpea industry [55][58]. - The platform employs a "digital + precision" service model to effectively integrate agricultural technology resources and meet the production needs of farmers [56][58]. - The event aims to provide new ideas and solutions for the cowpea industry, with a commitment to deepening agricultural technology innovation and accelerating the application of new technologies [62][63].