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103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang_103,282-Images Driver Behavior Annotation Data

103,282-Images Driver Behavior Annotation Data

  • 1003 people
  • 103,282 pictures
  • 72 key points of face
Sample

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103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang 103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang

Data Introduction

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.

Data Specification

Data size
103,282 images
Population
gender distribution: male, female, race distribution: yellow(Chinese), 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%

Sample

  • 103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang
  • 103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang
  • 103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang
  • 103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang
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103,282-Images Driver Behavior Annotation Data_Autonomous Driving Data Solution_Datatang