The Internet of Things (IoT) has emerged as a significant technology in the development of smart regions by enabling efficient management of resources, improving public services, and promoting sustainable development. In the context of smart cities and smart villages, IoT plays a crucial role in transforming traditional waste management systems into intelligent, automated, and data-driven processes. Smart waste management uses interconnected devices, sensors, communication networks, and data analytics to monitor, collect, and process waste efficiently. Traditional waste management systems often face challenges such as overflowing garbage bins, inefficient collection routes, high operational costs, and environmental pollution. IoT-based waste management addresses these issues by installing smart sensors in waste containers that continuously monitor the level of waste accumulation. These sensors collect real-time information about the fill level of bins and transmit the data to a