W'less

example of machine that does automatic trash sorting
example of dashboard- bins location and visual information
example of data analytics- history management- prediction for the few next hours

Inspiration

We have seen and read about tonnes of wastes produced during hajj and how it is difficult to manage them

What it does

Our integrated line of products includes:

Solar powered trash bins that has Automatic in-bin sorting of different types of trash( organic, plastic, medical, general..)
Connected platform for real time data and trash prediction for next hours with very detailed data and history

How we built it

We use 3 sensors and an object detection camera using Faster-RCNN and a small mechanical system to do in-trash sorting. Real-time data will be sent to our dashboard ( built using cloud services and mean-stack technologies for visualization). Finally, we gonna apply ** XGBoost** model in order to display some prediction data, like when bins will be filled, trash stuff schedule and shifts)

Accomplishments that we're proud of

A team who is exited to work on the idea

What's next for W'less

Integration with pneumatic tubes, interactive bins, integration with haram cameras to recommend shortest paths to trash trucks, communication platform between many entities involved and mobile app, trash trucks history and information related to fuel, ....