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I told a recent house guest.when the trees and bushes lose their leaves.

Its a standalone model and can be used even when your phone is offline.capturing the early morning chirps of a local wren and the call of a dunnock deep in the hedge.I used the instructions on the BirdNET-Pi GitHub to download and run the installer.

Its a powerful tool for seeing what might be around when all you can hear is a song somewhere in the trees.One of my suburban wildlife photograpy subjects.

The advantage of building my own tool is that I should also be able to add screenshots of the recorded spectrograms to a notification.

but it sends notifications for every detection.But then late one night I was up on our small roof terrace.

with blackbirds and dunnocks nesting in the shrubs and occasional woodpeckers flitting down the railway lines from the wilder commons and the expanses of the Royal Parks to the west.using the TFLite Tensorflow packages.

allowing you to run machine-learning models on surprisingly small devices.The system is designed to take a 15-second sound sample every minute or so.