IoT-Based intelligent system for protecting agricultural croplands from livestock and vertebrate intrusions

Abstract

In this research cattle, sheep, goat, rat and from birds consists of five targeted classroom in real time in mode to detect intended computer vision, Internet of Things (IoT), edge/ cloud calculation and GSM/4G communication technologies based intelligent monitoring system offer is being done. Simple image classification from the methods different accordingly, proposal done system in video foot-age one of time in the room one how many the object localization to do, to classify and counting for one step by step object from the detector uses. Next in stages many with object observation algorithm of objects consecutively trajectory of movement in frames and existence duration Virtual field border using of the object really good to the field entered or only his/her outside moving differs.