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Humans3.6M
Pose Estimation
|...
许可协议: Unknown

Overview

Diversity and Size

- 3.6 million 3D human poses and corresponding images
- 11 professional actors (6 male, 5 female)
- 17 scenarios (discussion, smoking, taking photo, talking on the phone...)

Accurate Capture and Synchronization

- High-resolution 50Hz video from 4 calibrated cameras
- Accurate 3D joint positions and joint angles from high-speed motion capture system
- Pixel-level 24 body part labels for each configuration
- Time-of-flight range data
- 3D laser scans of the actors
- Accurate background subtraction, person bounding boxes

Support for Development

- Precomputed image descriptors
- Software for visualization and discriminative human pose prediction
- Performance evaluation on withheld test set

数据概要
数据格式
image,
数据量
3600K
文件大小
--
| 数据量 3600K | 大小 --
Humans3.6M
Pose Estimation
许可协议: Unknown

Overview

Diversity and Size

- 3.6 million 3D human poses and corresponding images
- 11 professional actors (6 male, 5 female)
- 17 scenarios (discussion, smoking, taking photo, talking on the phone...)

Accurate Capture and Synchronization

- High-resolution 50Hz video from 4 calibrated cameras
- Accurate 3D joint positions and joint angles from high-speed motion capture system
- Pixel-level 24 body part labels for each configuration
- Time-of-flight range data
- 3D laser scans of the actors
- Accurate background subtraction, person bounding boxes

Support for Development

- Precomputed image descriptors
- Software for visualization and discriminative human pose prediction
- Performance evaluation on withheld test set

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