Edge Impulse Inc. / room-classifier-demo Public

room-classifier-demo

About this project

Example project for showcasing sensor fusion on the Arduino Nano 33 BLE Nano. Environmental data (temperature, humidity, and pressure) is combined with interactive sensor data (red, green, and blue light values from the APDS-9960) to determine the location of the board. For this demo, possible locations are bedroom, hallway, and outside. Note that these assume the environmental factors do not change (e.g. lights and temperature are static), and they are unique to one particular house.

To learn more about sensor fusion, see this guide.

outside.2qvjvg33
outside.2qvju154
bedroom.2qvf6b2r
bedroom.2qvf7m75
bedroom.2qvfb91r
outside.2qvjrv50
outside.2qvk2d79
hallway.2qvnqmps

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Dataset summary

Data collected
9m 20s
Sensors
temperature, humidity, pressure, red, green, blue, brightness, proximity, gesture @ 12.5Hz
Labels
bedroom, hallway, outside

Project info

Project ID 79333
Project version 3
License BSD 3-Clause Clear
No. of views 22,205
No. of clones 87