The challenge is to detect, classify, and segment the plastics in the given dataset and propose a viable and architecturally sound AI solution to curtail the plastic menace choking our rivers. The solutions must have actionable insights where the stakeholders, like the government and local support groups, can take preventive and proactive measures.