Machine Learning on the Rasperry Pico

Microcontrollers are not suitable to develop and train machine learning models. The resources are just not sufficient for this, but it is possible to use and deploy pre-trained models!

I have added a simplified Tensorflow hallo world example where the model has been trained on the sin function, to my Pico-Arduino framework.

The solution consists of only 3 implementation files:

• tf_hallo_world.cpp contains the Arduino sketch
• tf_hallo_world_model.h contains the (binary) trained model.
• CMakeLists.txt is used to download Tensorflow with the help of FetchContent and build the source file

Further information can be found in the official documentation…