Demo: https://plogo-vadis.firebaseapp.com/
Plogging means picking up litter while jogging. It may sound weird, but since you're jogging anyway, why not get rid of some trash and make the city a tiny bit nicer? And you'll be doing some stretching and squats in addition to the cardio!
Choose your location and how far you want to plog - we'll suggest a route through some dirty streets around you!
Based on historical data Plogo Vadis tries to predict the cleanliness of the streets around you and it'll generate a route of your desired length along the dirtier parts of your area.
Three-pronged approach:
- Create a model to predict the cleanliness for a given street junction from:
- Bucher-provided street dirtyness data
- NLP analysis of Twitter mentions for a given street or landmark to estimate its human traffic and pollution
- MeteoMatics temperature and precipitation forecasts for a give date-time
- Website/Web-App where users can enter from where and how far they want to "plog"
- Backend which queries the predictions and figures out a route that's not too clean but also not too dirty - the ratio of jogging to picking up litter should still be enjoyable.
git clone git@github.com:jeremiasbaur/SmartCleanCityHackZurich19.gitcd plogo-vadisnpm installnpm start- optionally, change BACKEND_URL in
src/Pages/Map/index.js
git clone git@github.com:jeremiasbaur/SmartCleanCityHackZurich19.gitpip3 install -r requirements.txt- upon first run:
python create_db.py python app.py