Bird Spotter – Species Detector
Drop in a photo — it finds every bird, names the species among 25, and plays that bird's call. Runs fully in the browser.
The Problem
Identifying bird species manually requires expertise. Our university group project detected and classified Indian birds, but only the first bird per photo was used and audio worked for just 2 of 25 species.
Approach
A YOLOv11 detector localizes every bird and a CNN classifier names the species. In my fork I fixed the audio mapping so all 25 calls resolve, made detection cover every bird in the photo, added Apple Silicon support — and exported the models to ONNX for a web version that runs entirely client-side.
Results
A desktop app and a browser app with per-bird result cards, field-guide notes, and inline call playback — the photo never leaves your device.