Machine learning on a RaspberryPi is actually not only doable but also a hugely untapped world :) classifiers can obviously be trained on more powerful machines, but once the model file is there it's cheap to copy it to a RPi and do predictions.

Using OpenCV to do predictions through a relatively simple keras model actually does its job within <100ms on an RPi4.