{
  "id": 12250755,
  "title": "TrailBird: Offline Bird Species Identification for the Trail",
  "url": "https://urgent.news/2026/10/05/trailbird-offline-bird-species-identification-for-the-trail",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-05T23:01:48.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/win_aung_c84205e70ae9cba3/trailbird-offline-bird-species-identification-for-the-trail-1acc"
  },
  "original_language": "en",
  "account": null,
  "summary": "TrailBird: Offline Bird Species Identification for the Trail What I Built TrailBird is a lightweight, offline bird sound identification tool for hikers, birders, and anyone spending time outdoors. When I'm out on a trail and hear an unfamiliar call, I record the audio and pass it to TrailBird to get the species name, a model confidence score, and precise timestamps — completely offline. The…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}