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980
_Data Products_Datatang
180,717 Images - Sign Language Gestures Recognition Data
- 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。
180,717 Images - Sign Language Gestures Recognition Data. The data diversity includes multiple scenes, 41 static gestures, 95 dynamic gestures, multiple photographic angles, and multiple light conditions. In terms of data annotation, 21 landmarks, gesture types, and gesture attributes were annotated. This dataset can be used for tasks such as gesture recognition and sign language translation.
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データ仕様
- Data size
- 180,717 images, including 83,012 images of static gestures, 97,705 images of dynamic gestures
- Population distribution
- the race distribution is Asian, the gender distribution is male and female, the age distribution is mainly young people and middle-aged people
- Collection environment
- including indoor scenes and outdoor scenes
- Collection diversity
- including multiple scenes, 41 static gestures, 95 dynamic gestures, multiple photographic angles, multiple light conditions
- Device
- cellphone
- Data forma
- the image data format is .jpg, the annotation file format is .json
- Collecting content
- sign language gestures were collected in different scenes
- Annotation content
- 21 landmarks annotation (each landmark includes the attribute of visible or invisible), gesture type annotation, gesture attributes annotation (left hand or right hand)
- Accuracy
- accuracy requirement: the point location errors in x and y directions are less than 3 pixels, which is considered as a qualified annotation; accuracy of landmark annotation: the annotation part (each landmark) is regarded as the unit, the accuracy rate shall be more than 95%
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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Data Features
180,717 Images - Sign Language Gestures Recognition Data
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