

Topics:
Edge AI
Themes:
Edge AI & Intelligent Systems, Embedded Systems & Developer Tools
Wednesday 23-09-2026 12:00
at
Workshop Room 1
Workshop/ Roundtable
Ducks & Arduinos: Hands-on Edge AI with the UNO Q and Edge Impulse
Jenny Speelman, Marc Pous
Join this hands-on workshop and build a complete Edge AI application in just 50 minutes with Edge Impulse and Arduino.
You will train a custom object detection model (using Edge Impulse) to recognize rubber ducks, then deploy and test on the new Arduino UNO Q.
No prior machine learning experience is required just bring your laptop and curiosity if you want a practical introduction to Edge AI and on-device machine learning.
### What you will do
- Collect and label image data
- Train an object detection model
- Test the model live on your mobile phone
- Deploy it to the Arduino UNO Q and run real-time inference
- See how Edge AI delivers low latency, privacy, and offline capability
### Key takeaways
- Understand the full Edge AI workflow (data → model → deployment)
- Experience real-time computer vision application
- Learn why Edge AI matters: privacy, latency, power, and reliability
- Leave with a working Edge AI project you can extend at home or at work.
No previous Arduino or machine learning experience needed.
Laptop required. Install the [Arduino App Lab](https://www.arduino.cc/en/software/#app-lab-section) on your laptop.
Limited seats available.
Partner:


