Can we predict the weather on a microcontroller?

Use Wio Terminal (ARM Cortex M4F) and Keras/Tensorflow Lite for Microcontrollers to create an intelligent meteostation, able to predict the weather and precipitation for next 24 hours based on local data from BME280 environmental sensor.

Weather prediction with Arduino IDE and Tensorflow Lite for Microcontrollers - part of
Wio Terminal TinyML Course. Uses LVGL Graphical User Interface for extra eye-candy!

Link to the article:

Wio Terminal

Grove - Temp&Humi&Barometer Sensor (BME280)
Grove-Temperature&Humidity&Pressure&Gas Sensor(BME680)

Seeed Arduino examples repository with code:

Historical Hourly Weather Data 2012-2017

0:00 Intro
2:09 Highlights of the project
3:28 About the dataset
4:30 Training and conversion
12:14 Pete Warden unveils TF Micro in 2019
12:28 Preparing the environment
16:30 Static data inference sketch
23:15 LVGL+WiFi sketch
27:22 Conclusion

Credits for the music:
Tokyo Drive - A Chillwave Mix
Saint seduce - Luminescent
Pyxisynth - Tempus
P O N G M A N - Gravitation