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103,282-Images Driver Behavior Annotation Data_103,282-Images Driver Behavior Annotation Data

103,282-Images Driver Behavior Annotation 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。

103,282-Images Driver Behavior Annotation Data. The data includes multiple ages, multiple time periods and behaviors (Dangerous behaviors, Fatigue behaviors, Visual movement behaviors). In terms of annotation, 72 facial landmarks (including pupils), face attributes, gesture bounding boxes, seatbelt bounding boxes, pupil landmarks and behavior categories were annotated in the data. This data can be used for tasks such as driver behavior analysis.

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データ仕様

Data size
103,282 images
Population
gender distribution: male, female, race distribution: Asian, age distribution: 18~30 years old, 31~45 years old, 46~60 years old
Collection environment
In-car Cameras
Collection diversity
multiple ages, multiple time periods and behaviors(Dangerous behaviors, Fatigue behaviors, Visual movement behaviors)
Collection device
binocular camera of RGB and infrared channels, the resolutions are 640x480
Collection time
daytime, evening and night
Image parameter
the image format is .jpeg, the annotated file format is .json
Annotation
72 facial landmarks (including pupils), face attributes, gesture bounding boxes, seatbelt bounding boxes, pupil landmarks, behavior categories
Desensitization
no sensitive information
Accuracy
the accuracy of facial landmarks annotation is not less than 95%; the accuracies of gesture bounding box, seatbelt bounding box, face attribute and driver behavior label are not less than 95%

サンプル紹介

  • サンプルはありません

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

103,282-Images Driver Behavior Annotation Data

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103,282-Images Driver Behavior Annotation Data