Thanks Ernest. Alas, the images are from dashboard camera, meaning the sizes and positioning are different. This is not going to be easy…
I have looked at the street view paper. It is currently above my level. Working on that 
I have looked at the supervisly posts. They seems to be more advertising than actual working models. Yes, the deep-anpr turned out to be a disappointment as well. After struggling for a while with problems getting it to work it ends up being very limited.
And i thought this was a great first project!
I guess I’ll go with detection followed by ocr. Ocams razor… I’ll get back to this though.