The environmental impact of improper waste disposal is profound, contributing to pollution, resource depletion, and adverse health effects. Municipal solid waste generation has been rising steadily, driven by urbanization, economic growth, and changing consumption patterns. Effective waste management is crucial in mitigating these issues, but manual sorting can be error-prone and inefficient.