Nexdata/314178_Images_18_Gestures_Recognition_Data

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license: cc-by-nc-nd-4.0
---
## Description
314,178 Images 18_Gestures Recognition Data. This data diversity includes multiple scenes, 18 gestures, 5 shooting angels, multiple ages and multiple light conditions. For annotation, gesture 21 landmarks (each landmark includes the attribute of visible and visible), gesture type and gesture attributes were annotated. This data can be used for tasks such as gesture recognition and human-machine interaction.

For more details, please refer to the link: https://www.nexdata.ai/dataset/957?source=Huggingface

## Data size
314,178 images, 18 gestures

## Population distribution
the race distribution is yellow race, the gender distribution is male and female, the age distribution is mainly young and middle-aged

## Collection environment
indoor scenes and outdoor scenes (natural scenery, roadside street view, square, etc.)

## Data diversity
multiple scenes, 18 gestures, 5 shooting angels, multiple ages, multiple light conditions

## Collection device
cellphone

## Image parameter
the image format is .jpg, the annotated file format is .json

## Annotation content
21 landmarks annotation (each landmark includes the attribute of visible and visible), gesture type annotation, gesture attributes annotation

## Accuracy
the accuracy of gesture landmarks annotation is not less than 95%; the accuracies of gesture type and gesture attributes are not less than 95%

# Licensing Information
Commercial License

原始信息汇总

数据集概述

基本信息

• 数据集名称: 18_Gestures Recognition Data
• 数据量: 314,178张图像
• 包含内容: 18种手势

数据多样性

• 场景: 多种室内外场景
• 手势: 18种手势
• 拍摄角度: 5种
• 年龄: 多年龄段
• 光照条件: 多种

人口分布

• 种族: 黄色人种
• 性别: 男性和女性
• 年龄: 主要为青年和中年

收集环境

• 场景: 室内外场景，包括自然风景、路边街景、广场等

收集设备

• 设备: 手机

图像参数

• 图像格式: .jpg
• 标注文件格式: .json

标注内容

• 手势标注: 21个地标（每个地标包含可见性属性）、手势类型、手势属性

准确性

• 手势地标标注准确率: 不低于95%
• 手势类型和属性标注准确率: 不低于95%

许可证

• 许可证类型: 商业许可证