My first ever "e2e" ML project during early covid quarantine was a crude vision model to detect pigeons on my balcony (and pigeons only) and play a loud random sound. It almost worked sometimes.
Set up an amp and speakers that would pump out ultrasonic noise when it heard the barking, sending them running to the other side of their house.
I will borrow that.