Water Quality Estimation using Computer Vision in UAV

The color change of water in a water body is often a tell - tale sign of its health. To counter the sources of water pollution an Unmanned Aerial Vehicle is deployed over a water body which reports back any discrepancies by channeling the feed through Computer Vision based model. This allows for rapid steps to be taken by the Concerned Authorities to mitigate the current situation. Algae formation, floating impurities and color change of the water body are the scope of the project and each of these are detected with an independent Machine Learning Models. The UAV communicates and sends results based on the accuracy of these models.