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Standard Dataset
human skeletal actions
- Citation Author(s):
- Submitted by:
- Xin Wang
- Last updated:
- Mon, 11/04/2024 - 14:34
- DOI:
- 10.21227/f8jj-9w62
- License:
- Categories:
- Keywords:
Abstract
In order to conform to our proposed network, we processed the skeleton data in NTU-RGB+D, which is divided into two files: skeleton.npy shaped as (52678,3,80,25,2), representing 52678 actions; skeleton_label.pkl shaped as (52678,2), representing 52678. The IDs of the actions and the original file names. Ids from 0 to 59 represent the 60 different types of actions. The raw file name is the action file with a skeleton extension. The raw NTU dataset contains 60 types of actions with a total of 56,880 samples, of which 40 are daily behavioral actions, nine are health-related actions, and 11 are two-person mutual actions. These actions were performed by 40 individuals aged 10 to 35 years.
skeleton.npy with the shape of (52678,3,80,25,2), representing the 52678 actions, and skeleton_label.pkl with the shape of (52678,2), representing the ids of the 52,678 actions and the original file names.