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1,003 People-Driver Behavior Collection Data

dangerous behaviors
fatigue behaviors
visual movement behaviors
multiple ages
multiple time periods
In-car Cameras
RGB and infrared channels

1,003 People-Driver Behavior Collection Data. The data includes multiple ages and multiple time periods. The driver behaviors includes Dangerous behavior, fatigue behavior and visual movement behavior. In terms of device, binocular cameras of RGB and infrared channels were applied. This data can be used for tasks such as driver behavior analysis.

Paid Datasets
This is a paid datasets for commercial use, research purpose and more. Licensed ready made datasets help jump-start AI projects.
SpecificationsSpecifications
Data size
1,003 people
Population
gender distribution: 503 males, 500 females; race distribution: Asian; age distribution: 407 people from aged 18 to 30, 394 people from aged 31 to 45, 202 people from aged 46 to 60
Collection environment
In-car Cameras
Collection diversity
multiple ages, multiple time periods and behaviors (Dangerous behavior, Fatigue behavior, Visual movement behavior)
Collection device
binocular camera of RGB and infrared channels, the resolutions are 640x480
Collection time
day, evening and night
Image parameter
the video format is .avi
Desensitization
no sensitive information
Accuracy
according to the accuracy of each person's action, the accuracy is greater than 95%
Sample Sample
  • 1,003 People-Driver Behavior Collection Data
  • 1,003 People-Driver Behavior Collection Data
  • 1,003 People-Driver Behavior Collection Data
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Driver behavior acquisition data driver behavior acquisition driver data acquisition driver behavior data
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Passenger normal behavior passenger carsick behavior passenger sleepy behavior passenger lost items behavior multiple age groups multiple time periods
304 People Multi-race - Driver Behavior Collection Data

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dangerous behaviors fatigue behaviors visual movement behaviors multiple ages multiple time periods multiple races n-car Cameras RGB and infrared channels feeling passion sentiment excitement sensation affection intensity ardor sensibility fervor vehemence love response warmth zeal emotional pathos agitation spirit affectivity enthusiasm fervency perturbation impression sympathy sadness sentimentality thrill eagerness poignancy commotion emotionalism fire soul animation emotionality responsiveness sensitiveness disturbance energy expression tenderness pitifulness plaintiveness poignance sentiments vibes anger empathy feelings
103,282-Images Driver Behavior Annotation Data

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.

dangerous behaviors fatigue behaviors visual movement behaviors 72 facial landmarks face attributes gesture bounding boxes seatbelt bounding boxes pupil landmarks behavior categories multiple ages multiple time periods In-car Cameras RGB and infrared channels.emini pair couple matches two brace pairs deuce double doubles duality twin match combine twosome duo dyad mates duet duplicate gemini the twins similitude yoke binaries counterparts mate analogs counterpart couples doublets look-alike parallel span deuces mirror images brothers clone duplexes nuts rocks alter egos balls clones combo doublet dyads equivalents join pair-offs plumsrn
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