A NOVEL METHOD OF DRONE AGRICULTURE FARMING USING MACHINE LEARNING TECHNIQUES

Fecha de publicación: 23/09/2022
Fuente: Wipo "precision agriculture"
Drone technology has had a lasting impact on Indian agriculture and its efficiency. We provide farmers with drone-based solutions to improve productivity in everything from crop monitoring to planting, livestock management, pesticide spraying, crop stress identification, treatment planning, crop growth monitoring, precision agriculture, reconnaissance and more.We use high-tech aerial drones equipped with advanced sensors such as RGB and multispectral sensors to acquire precise data. Drones collect high-resolution crop data to identify crop problems and alert them so they can take immediate action before damage occurs. Geotagged aerial photos provide valuable information that can significantly reduce costs and increase yields.Advanced drone technology and machine learning for precision agriculture can improve crop yields and profitability. As a result, farmers require fewer standard inputs to grow crops and maintain land, water, fertilizers, herbicides and pesticides.We combine drone aerial imagery with machine learning systems for crop yield prediction, accurate crop counting, field emergence analysis, irrigation monitoring, crop health, crop damage assessment, field soil analysis, and more. High-quality drone data and photogrammetry grow to ensure productivity and empower farmers with all available benefits.