SVM Scaling Issues with One-Class Novelty Detection

My embedded implementation of a novelty detection algorithm started returning 0.0 where I was expecting a negative number, for some random input data I gave it. Digging into the maths, the kernel that it uses – a Radial Basis Function (RBF) returns Where gamma is …

Novelty Detection on an Arduino using One-Class SVM

Deploying machine learning (ML) to the Edge, or even onboard your embedded device takes a good amount of customisation and tweaking. This is especially true if you’re using a small embedded C chip with limited RAM. Most ML algorithms take a long time to develop …