Home appliances, Smart Home
Smart vacuum cleaner
Detect if your vacuum bag is empty or full (at different regimes)
current clamp vacuum vacuum cleaner hoover classification

Determine if your vacuum cleaner is full or empty.


We will use a clamp meter to capture data. A classification library will be created using AI algorithms.


By measuring the electric current flowing into the vacuum cleaner, we will detect if it is empty or full.


The AI library will classify six different levels which will be MIN, MED and MAX when the bag is full and MIN, MED and MAX when the bag is empty.


Results from deployment:
100%
0.2kB
Accuracy
RAM used