← The Things Challenge / CH-05
CH-05Edge AI & Intelligent Systems
In 15 minutes from training to inference on the edge
The challenge
Starting from scratch, teams have 15 minutes to collect data, train a model, optimize it, deploy it to an MCU, and run live inference.
The entire pipeline — data capture, training, quantization, flashing, and execution — must occur within the time limit.
How to win the challenge
- Complete pipeline within 15 minutes
- Meets predefined accuracy target
- Fits within strict RAM and Flash limits
- Stable live inference demonstration
Bonus: Fully automated toolchain.