Nexdata/100_People_Gait_Recognition_Data

---
license: cc-by-nc-nd-4.0
---
## Description
100 People - Gait Recognition Data. The collecting scenes of this dataset include indoor scenes (exhibition hall, front desk), outdoor scenes (square, gate of the company) . The data diversity includes multiple age groups, multiple time periods, 5 kinds of scenes, 3 kinds of garments, different shooting angles. For annotation, the binarization processing was adopted for the image frames. The data can be used for tasks such as gait recognition in surveillance scenes.

For more details, please refer to the link: https://www.nexdata.ai/dataset/1109?source=Huggingface

# Specifications
## Data size
100 people
## Population distribution
gender distribution: 24 males, 76 females; race distribution: Asian; age distribution: 12 people under 18 years old, 38 people aged from 18 to 30, 15 people aged from 31 to 45, 27 people aged from 46 to 60, 8 people over 60 years old
## Collecting environment
indoor scenes (exhibition hall, front desk), outdoor scenes (square, gate of the company)
## Data diversity
multiple age groups, multiple time periods, 5 kinds of scenes, 3 kinds of garments, different shooting angles
## Device
surveillance camera, the image resolution is 1,920x1,080
## Collecting time
day, night
## Data format
the video data format is .avi, the image data format is .jpg
## Collection content
collecting the gait videos from different surveillance cameras
## Annotation content
the binarization processing was adopted for the image frames
## Accuracy
the accuracy of label annotation is not less than 95%

# Licensing Information
Commercial License

原始信息汇总

数据集概述

数据集名称

100 People - Gait Recognition Data

数据集描述

该数据集包含100人的步态识别数据，采集场景包括室内（展览馆、前台）和室外（广场、公司大门）。数据多样性体现在多个年龄段、多个时间段、5种场景、3种服装类型以及不同的拍摄角度。图像帧采用二值化处理进行标注，适用于监控场景中的步态识别任务。

数据集规格

数据大小

• 人数：100人

人口分布

• 性别分布：男性24人，女性76人
• 种族分布：亚洲人
• 年龄分布：12人未满18岁，38人18至30岁，15人31至45岁，27人46至60岁，8人超过60岁

采集环境

• 室内场景：展览馆、前台
• 室外场景：广场、公司大门

数据多样性

• 年龄组：多个
• 时间段：多个
• 场景种类：5种
• 服装种类：3种
• 拍摄角度：不同

设备

• 监控摄像头
• 图像分辨率：1,920x1,080

采集时间

• 白天、夜晚

数据格式

• 视频数据格式：.avi
• 图像数据格式：.jpg

采集内容

• 从不同监控摄像头收集的步态视频

标注内容

• 图像帧采用二值化处理

准确性

• 标签标注准确率不低于95%

许可证信息

• 商业许可证