rotative
techcrunch ai · May 29, 2026

Identifying birds like Pokémon: Kiwibit’s AI knows 10k species

kiwibit's bird feeder pro 4k uses ai to identify over 10,000 bird species and detect squirrels, bringing gamified nature tracking to backyards.

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kiwibit has released the bird feeder pro 4k, a smart camera feeder that uses a proprietary algorithm to recognize more than 10,000 bird species and alert owners to visits, simulating a pokémon-like collection experience. the device features a 4k camera, solar panel, and two-way audio, but tests showed the ai sometimes counts a single bird's prolonged stay as multiple visits. this application signals a trend of embedding specialized ai models into consumer hardware for niche hobbies, moving beyond general-purpose assistants.

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