a comprehensive water quality tool to visualize, track, and predict water quality levels in bodies of water
Gaurang Goel Matthew Hui Prakul Singh Prateek Mishra
WaterView - View Water
A comprehensive water quality tool to visualize, track, and predict water quality levels around the world, leveraging machine learning and round-the-clock massive API integration.
Our platform combines real-time water quality tracking and predictive analytics, integrating data from 11 sources to provide live water quality indices. Our predictive model, trained on 18,000+ data points, offers 99.7% accuracy in predicting water quality, presented through intuitive visuals for various stakeholders.
- Clone the entire repo into a directory of your choice.
- Add in your own API keys for Google Cloud, then run the model_training.py file to develop the model.
- For the front-end, run npm start in the frontend directory to build the app
- For the AR experience, download RealityComposer on your iOS/macOS device and run the .reality file found in the AR folder of the repo.
- You should be ready to go!
Please contact us at one of the following emails if you have any questions. [email protected] [email protected] [email protected] [email protected]
- Enhanced Data Integration: Expand data sources and coverage through IoT sensors, satellite imagery, and citizen-contributed data.
- Advanced Analytics: Develop more accurate predictive models and real-time monitoring capabilities.
- Community Engagement: Foster community involvement, awareness, and data collection through user-friendly mobile apps and educational initiatives.
- Policy Advocacy: Utilize insights to influence policies and regulations for improved water quality management.
