SmartSport: crowd counting meets large language models for smart facility management

Abstract Efficient management and optimal allocation of urban public sports facilities represents a critical challenge in modernizing public sports service governance. Current approaches to facility utilization assessment predominantly depend on manual counting and questionnaire surveys, which are c...

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Auteurs principaux:	Pingping Li, Churuo Xu
Format:	Artigo
Langue:	Inglês
Publié:	Nature Portfolio 2026-03-01
Collection:	Scientific Reports
Sujets:	Public sports facilities Crowd counting Visual state space models Large language models Intelligent decision support
Accès en ligne:	https://doi.org/10.1038/s41598-026-44145-9
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