Scout: Open-World Species Recognition on the Edge

arXiv:2609.22897 · cs.CV, cs.DC, cs.LG · Submitted 2026-09-19 · Read on arXiv

cs.CV, cs.DC, cs.LG

Submitted: 2026-09-19

Updated: 2026-09-19

Comments: Under Review

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 2× in this paper · explained in 1 episode
• Edge Devices — 1× in this paper · explained in 2 episodes
• Vision-Language Models (VLMs) — 1× in this paper · explained in 6 episodes

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