Table of Contents - F.743.29 (03/2025) - Requirements and framework of model generalization system in intelligent video surveillance

1	Scope
2	References
3	Definitions
	3.1	Terms defined elsewhere
	3.2	Terms defined in this Recommendation
4	Abbreviations and acronyms
5	Conventions
6	Overview of model generalization system in the intelligent video surveillance
	6.1	Background and introduction of model generalization system in intelligent video surveillance
7	Requirements of model generalization system in intelligent video surveillance
	7.1	Requirements for data collection
	7.2	Requirements for data analysis
	7.3	Requirements for model pre-training, fine-tune, and inference
	7.4	Requirements for system evaluation and security
8	Framework of model generalization system in intelligent video surveillance
	8.1	Internet data collection service (IDCS)
	8.2	Pre-training unit (PTU)
	8.3	Fine tune unit (FTU)
	8.4	Model inference service (MIS)
	8.5	Data analysis unit (DAU)
	8.6	Data storage and service (DSS)
	8.7	Pre-training management (PTM)
	8.8	Fine tune management (FTM)
Appendix I – Use cases of model generalization system in intelligent video surveillance
	I.1	Use case of target recognition
	I.2	Use case of traffic data analysis
	I.3	Use case of image scene classification
Bibliography