Photograph any bird (or other wildlife) and instantly identify the species, learn its behavior, migration patterns, and add it to your collection.
Reference app: Birdbuddy: ID & Collect Birds — a nature identification app with a passionate community.
What to build: A mobile nature ID app focused on birds. Users photograph a bird and get instant AI species identification, habitat info, song samples, and migration maps. Collect species in a personal field journal.
Key features:
Scoring focus: AI identification accuracy, species page design, and collection UI.
Using our starter template? Please star the repository on GitHub! We actively prioritize grading submissions from developers who support the open-source templates.
Reviewed in this order — nail the top items first.
Screenshots
First impression of your UI — clear, polished screens of all major flows.
Loom walkthrough
A quick intro and full app demo showing it working end-to-end.
AI logs
Your AI-assisted development process — quality of prompts and iterations.
Code quality
Clean architecture, sensible structure, readable code.
Reflection
Honest write-up of what was easy, difficult, and what you'd change.
