PokeBird is a pocket-sized bird-song identifier that runs entirely on an RP2350 microcontroller with no internet, no phone and no cloud. It listens through the board's onboard microphone, computes mel spectrograms in real time on one core, and runs a two-stage INT8 neural network — 178 Istanbul bird species plus an "unknown" class — in 520 KB of RAM.
Final touches on the readme and its ready to ship !
There were some issues related to the device turning on and off such as shutting down on its own and touchscreen malfunctions and I fixed them.
As planned, I conducted field testing in Belgrade and it was quite successful in bird sound recognition. I attached my field test report
I built a handheld device that identifies birds by their song, run entirely offline on a Waveshare RP2350-Touch-LCD-3. 49. No phone, no internet, no cloud!
