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Bird or Drone? The Hardest Classification Problem in Counter-UAS Isn't the One You'd Expect

Hacker Noon

TechnologyHacker Noon·Aug 24, 2026·1 min read

Bird or Drone? The Hardest Classification Problem in Counter-UAS Isn't the One You'd Expect

A counter-drone system can have a million-dollar radar, a steerable thermal camera, and a rack of GPUs, yet still be undone by a seagull. This is the bird vs. drone problem, and it is the most consequential unglamorous challenge in…

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