A text-guided vision model for enhanced recognition of small instances

arXiv:2602.19503 · cs.CV · Submitted 2026-02-23 · Read on arXiv

cs.CV

Submitted: 2026-02-23

Updated: 2026-10-11

Comments: Published in the Applied Computer Science (ACS), 2026

Journal ref: Applied Computer Science, Vol. 22, No. 1, pp. 35-46, 2026

DOI: 10.35784/acs_7850

Code: https://github.com/ultralytics/yolov5

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

Terminology

• World Model — 2× in this paper · explained in 7 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• F1 Score — 1× in this paper · explained in 3 episodes

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