Coursera Plus Annual is 40% Off — Ends June 29.

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Wio Terminal TinyML Weather Prediction with TensorFlow Lite and LVGL GUI - Course 4

Hardware.ai via YouTube

Start learning Write review
Simplilearn Ad

Lead AI-Native Products with Microsoft's Agentic AI Program

Learn More → Noble Desktop Ad

NY State-Licensed Certificates in Design, Coding & AI — Online

Learn More →

Overview

AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
Learn to create an intelligent meteostation using the Wio Terminal and TensorFlow Lite for Microcontrollers in this 28-minute video tutorial. Explore how to implement weather prediction and precipitation forecasting for the next 24 hours using local data from a BME280 environmental sensor. Dive into dataset analysis, model training, and conversion processes. Discover how to set up the development environment, create static data inference sketches, and implement LVGL and WiFi functionality. Gain insights into TensorFlow Micro's capabilities and practical applications in IoT weather prediction projects.

Syllabus

Intro
Highlights of the project
About the dataset
Training and conversion
Pete Warden unveils TF Micro in 2019
Preparing the environment
Static data inference sketch
LVGL+WiFi sketch
Conclusion

Taught by

Hardware.ai

Reviews

Start your review of Wio Terminal TinyML Weather Prediction with TensorFlow Lite and LVGL GUI - Course 4

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.