This repo contains several Jupyter notebook examples on how to use FINN. These are intended as tutorials

• cybersecurity is a three-part tutorial that shows how to train a simple quantized MLP in Brevitas and deploy that with FINN. This is a good tutorial for getting started with FINN

• bnn-pynq contains several tutorials that show the steps of the FINN compiler flow for a simple MLP and convolutional net. This gives a better understanding of the FINN internals.

In addition to these notebooks, you may want to check out the finn-examples repo, which contains several prebuilt bitfiles (including a MobileNet-v1) as well as the Python scripts to rebuild them with FINN.