GEMS stands for Garbage disposal E Monitoring System a system that infuse ‘smartness’ into camera based surveillance systems for garbage management and tracking. GEMS enables automated real time tracking of illegal garbage disposal using behavioral analytics and object detection at area of surveillance (camera view area). Alerts are raised in the real time, which are automatically notified to concerned authorities and supervisors on their mobile devices. The alerts would be received on a dedicated mobile application as well as traditional online messaging methods. GEMS also tracks garbage bin status and alerts the required authorities regarding a predicted garbage bin overflow, using predictive analytics.