Anonymous-Uploader1/DUET

该数据集名为Your actions talk，是一个多模态数据集，包含12种双人活动，这些活动源自Paul Ekman等人的非语言行为研究。数据集通过Microsoft Azure Kinect v2收集，包含14,400个样本，每个样本都有四种模态：RGB、深度、红外（IR）和3D骨架关节。数据集的组织结构分为四层：模态、位置组合、交互标签和主题、时间戳以及图像或CSV文件。此外，文件还详细说明了每种数据格式的规格，并提供了样本帧的示例。

This repository introduces a multi-modal dataset, **Your actions talk**, which contains 12 two-person—or dyadic—activities. These activities are adopted from **The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding** by Paul Ekman et al, which allows us to distill the semantics embedded in bodily movements. The dataset is collected via Microsoft Azure Kinect v2 and constitutes of **14,400** samples, all of which come with 4 modalities: **RGB**, **depth**, **infrared (IR)**, and **3D skeleton joints**. The data is organized into a folder structure comprising four layers: (1) modality, (2) location combination, interaction label, and subject, (3) timestamps, and (4) image or csv files. Each modality has different data formats and resolutions, with RGB being 1,920×1,080 jpeg, depth and IR being 640×576 24-bit png, and 3D skeleton joints being csv files recording the positions of 32 joints in 3D space.