I was thinking of trying to run this at home: https://github.com/tphakala/birdnet-go
It's very nice, I prefer it to Birdnet-pi. It's been running very well for a few months now. It's cool to see the daily and seasonal changes in the detections.
I have been running this for about 1 year, works very well. The developer is regularly updating it and I run the nightly image at the moment.
Go for it. Running it for quite some time at home. Very easy to deploy, regular updates.
Highly recommend it. The kids and I have really playing with the data. https://birdymusic.com/