Nathaniel FellekeToren AndersenErk Sampat
Published © MIT

TinyML Aerial Forest Fire Detection

Detecting forest fires with a long-range autonomous airplane equipped with satellite communication.

ExpertFull instructions provided5,981

Things used in this project

Hardware components

Arduino Nano 33 BLE Sense
Arduino Nano 33 BLE Sense
×1
Arducam OV2640
×1
Pixhawk
PX4 Pixhawk
×1
LiPo Battery
×1
RockBLOCK 9603
Satellite Module
×1
RFD900x Telemetry Radio
×1
Holybro Pixhawk 4 Flight Controller
×1
Holybro M8N GPS/Magnetometer
×1
mRo Neo-M9N GPS/Magnetometer
×1
mRo MS4525DO I2C Airspeed Sensor
×1
TBS Crossfire Diversity Nano Receiver
×1
Generic 30A ESC
×1
Volantex 1050kV Motor
×1

Software apps and online services

TensorFlow
TensorFlow
QGroundControl
PX4 QGroundControl
PX4
PX4
Arduino IDE
Arduino IDE

Hand tools and fabrication machines

Soldering iron (generic)
Soldering iron (generic)
DC Power Supply
Oscilloscope
General Hand Tools

Story

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Custom parts and enclosures

Fire Detection Plane

Full CAD model of fire detection plane.

Schematics

Schematic

Wiring diagram for all the electronics in the project

Code

TinyML Wildfire Detection

Credits

Nathaniel Felleke

Nathaniel Felleke

3 projects • 7 followers
16 year old developer always trying to make new things.
Toren Andersen

Toren Andersen

1 project • 2 followers
Erk Sampat

Erk Sampat

1 project • 2 followers
Thanks to Alexander Gee.

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