POLIMI-ITW-S: A shopping mall dataset In-The-Wild
收藏科学数据银行2022-05-10 更新2026-04-23 收录
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https://www.scidb.cn/detail?dataSetId=2563fcb294ab431e905b93ba145a5b61
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资源简介：
Human activity recognition is attracting increasing research attention. Many activity recognition datasets have been created to support the development and evaluation of new algorithms. Given the lack of datasets collected In The Wild to support human activity recognition in public spaces, we introduce a large-scale video dataset for activity recognition In The Wild: POLIMI-ITW-S. The fully labeled dataset consists of 22,161 RGB video clips (about 46 hours) of 37 activity classes performed by 50K+ subjects in real shopping malls. We evaluated the state-of-the-art models on this dataset and get relatively low accuracy. We release the dataset including the annotations composed by person tracking bounding boxes, 2-D skeleton, and activity labels for research use
提供机构：
Politecnico di Milano
创建时间：
2022-04-12
