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With the notable exceptions of China and Russia.

One of my suburban wildlife photograpy subjects.the most interesting identification was one I almost ignored as a false positive.

With the office window open as the days warm up.Its a standalone model and can be used even when your phone is offline.using the TFLite Tensorflow packages.

from graphs showing what birds are most common at what time of day.capturing the early morning chirps of a local wren and the call of a dunnock deep in the hedge.

The spectrogram of a small flock of sparrows.

All you need is a recent Raspberry Pi running a 64-bit version of the Bullseye release of Raspberry Pi OS.but unfortunately it was the quality you expect for under £5.

The Raspberry Pi OS ALSA tools help you get the most from your sound devices.without demanding significant resources.

Image: Simon BissonTheres a lot of information in BirdNET-Pi.with models that have been trained by bird watchers and ornithologists all over the world.