HumanAct12

该数据集名为HumanAct12，是从PHSPD数据集中提取出来的人体动作数据集，包含了来自12个不同动作类别的1191个动作序列。该数据集没有提供独立的训练集和测试集，作者通过将12个类别分成单个任务来创建训练集，每个任务使用2个类别，从而形成了6个任务。规模上，该数据集共有来自12个类别的1191个序列，其任务是持续学习人体动作序列。

This dataset, named HumanAct12, is a human action dataset extracted from the PHSPD dataset. It contains 1191 action sequences belonging to 12 distinct action categories. No separate training and test sets are provided for this dataset. The authors constructed training sets by splitting the 12 categories into individual tasks, where each task uses 2 categories, resulting in a total of 6 tasks. In terms of scale, the dataset has 1191 sequences across 12 categories, and the core task of this dataset is continuous learning of human action sequences.

搜集汇总

背景与挑战

背景概述

HumanAct12是一个包含1191个3D动作片段的数据集，涵盖12个主要动作类别和34个细粒度子类别，适用于3D人体动作生成和识别研究。数据集源自PHSPD，提供了丰富的动作类型和详细的统计信息。