IoT and ML to enhance public infrastructures

ANTS - Open Innovation Lab

@vallettea for @beingAnts

Tranquilien

Scope: waste management

1 ton / per person /per year

However: millions of tons are still buried or burned.





Recycling works

Recycling centers

Predictive API



Designing a sensor



The sensor should:



  1. measure affluence
  2. measure the level of each containers
  3. low cost
  4. improvable

Counting the number of cars

The level of each container

  →     →  4

Wifi traces

We also measure:

                   

giving us more context for our predictions.

What's new? Machine learning in the sensor

1) privacy

2) connectivity

Thanks ! http://ants.builders
This project is sponsored by Région Aquitaine
@beingAnts

‹ ›

/