21,404 Images - Human Posture Detection Data in Home Scenes

ライセンス認証を経た製品データセットが、AIプロジェクトのスピーディーな立ち上げをアシストします。

21,404 images - human posture detection data in home scenes. The data scenes are 101 different indoor hone scenes. The gender distribution includes male and female, the age distribution is ranging from young to the elderly, the middle-aged and young people are the majorities. The data diversity includes multiple scenes, multiple time periods, multiple collecting heights, multiple human body occlusions, multiple collecting distances. For collection content, the human body postures data in different home scenes were collected, the human bodies were lying flat, lying on its side or lying on its stomach. For annotation, human body rectangular bounding boxes were annotated. The data can be used for tasks such as human body detection in home scenes.

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データ仕様

Data size: 21,404 images, one images includes one human body

Population distribution: gender distribution: male, female; age distribution: ranging from young to the elderly, the middle-aged and young people are the majorities; race distribution: Asian

Collecting environment: 101 different indoor hone scenes

Data diversity: multiple scenes, multiple time periods, multiple collecting heights, multiple human body occlusions, multiple collecting distances

Device: surveillance camera, the resolution is 1,920*1,080 or 2,560*1,920

Collecting angle: looking down angle

Collecting height: 1 meter, 1.5 meters, 2 meters

Collecting time: day, night

Collecting time: the image data format is .jpg, the annotation file format is .json or .xml

Collection content: collecting the human body postures data in different home scenes, the human bodies were lying flat, lying on its side or lying on its stomach

Annotation content: human body rectangular bounding boxes were annotated

Accuracy rate: the rectangular bounding box of human body is qualified when the deviation is not more than 3 pixels, and the qualified rate of the bounding boxes shall not be lower than 97%

サンプル紹介

収集対象者からの明確に許可を得た、高品質の製品トレーニングデータセットはが、AIプロジェクトのスピーディーな立ち上げをアシストします。

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