MagicData

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Total Size: 40k

Dataset Overview

Dataset Type

CV dataset

Language

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Speech Style

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Content

Human body/gestures

Audio Parameters

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File Format

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Recording Equipment

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Recording Environment

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License

Third Party
CV Datasets

OpenXD-HuMMan

This dataset is first released and copyright owned by Shanghai Artificial Intelligence Laboratory
Tags: Keypoints2D~Keypoints3D~Action labels~SMPL Parameters~Mesh~Texture~High Resolution Scan"

HuMMan is the largest known multi-modal human body/gesture dataset in the world. It consists of 1000 subjects, and 500 actions designed based on human muscle groups. It contains 8 modalities, 400K video sequences and 60M frames of data. Data was collected via a sensor suite of both RGB-D cameras and a mobile phone. It supports studies on action recognition, human pose and shape estimation, and textured mesh reconstruction.

Key Features:
Multiple Modalities: HuMMan provides a basket of data and annotation modalities
Mobile Device for data collection: a mobile device is included in the sensor suite.
Action Set: a complete and unambiguous set of 500 actions
Multiple Tasks: HuMMan supports various human sensing and modelling tasks

Dataset Overview

Dataset Type

CV dataset

Language

N/A

Speech Style

N/A

Content

Human body/gestures

Audio Parameters

N/A

File Format

N/A

Recording Equipment

N/A

Recording Environment

N/A

License

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