OBJECT DETECTION [YOLO]

Abstract

In today's hectic and stressful lifestyle, the frequent issue of losing items can be highly inconvenient. Until the Internet of Things (IoT) becomes a ubiquitous part of our daily lives, software can serve as an efficient tool to aid in the search, verification, and recovery of Misplaced things. The paper introduces an program based on android that we have both proposed and Executed to assist users in locating misplaced things. By using this program, subscribers can record their requests with the relevant authorities. Moreover, a dedicated section allows users to input a phone number or electronic mail for communication among  finder and loser of item. Through testing, the platform demonstrated its capabilities, including user registration and logging, providing extensive information on misplaced things, and by default  sending misplaced-and-discovered notifications. This paper is intended to be beneficial for individuals involved in the application of information technology. Over the years, the issue of handling lost and found items has been a persistent challenge for various institutions and establishments, including airports, train stations, educational campuses, shopping centres, and event venues. The conventional approach to this predicament has heavily leaned on manual efforts, requiring meticulous cataloguing of discovered items, detailed description recording, and the reliance on owners eventually reclaiming their possessions. Regrettably, this procedure has frequently been marked by inefficiencies, mistakes, and a deficiency in real-time communication.