I didn’t end up going down this route. Guess it’s been long enough now, the API docs and stuff could have change but I don’t have time to follow up right now
I recently adapted Jeremy’s object detection code to work on a different data set. This is described in my blog and there’s a link to my Jupyter notebook at the bottom.