The nn4mc pipeline: from trained model to embedded source code

Embedded Neural Networks for Robot Autonomy

Nov. 1, 2019

We present a library to automatically embed signal processing and neural network predictions into the material robots are made of. Deep and shallow neural network models are first trained offline using state-of-the-art machine learning tools and then transferred onto general purpose microcontrollers that are co-located with a robot's sensors and...