Enhancing Urban Living - A Comprehensive Solution Using Machine Learning and IoT

The urban population is increasing rapidly, leading to challenges in managing daily life activities such as transportation, healthcare, and accessing local services. The developed "At a Glance," is a comprehensive mobile application and digital billboard that provides real-time solutions to several problems faced by city dwellers. The app uses machine learning and IoT to offer features such as real-time traffic monitoring, local news updates, resource people contacts, medical and health information, among others. It aims to promote sustainable living, reduce traffic congestion and air pollution, and make the city a better place to live. "At a Glance" uses various technologies such as Flutter, Firebase Realtime Database and Storage, TensorFlow, IoT, geolocator, geocoder, OpenStreetMaps, and Raspberry Pi. The app offers features such as traffic density monitoring, real-time weather updates, local news and event notifications, and a resource people directory. The app also uses machine learning algorithms to recommend relevant services and resources to users based on their preferences. "At a Glance" has the potential to revolutionize urban living by providing a one-stop solution for all daily life activities. The app can help people make informed decisions, save time and resources, and reduce their carbon footprint. The app's user-friendly interface and accessibility make it a promising solution for cities worldwide.