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304 People Multi-race - Driver Behavior Collection Data

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

304 People Multi-race - Driver Behavior Collection Data. The data includes multiple ages, multiple time periods and multiple races (Caucasian, Black, Indian). 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
304 people
Population distribution
gender distribution: 192 males, 112 females; race distribution: 90 Caucasians, 194 blacks, 20 Indians; age distribution: 226 people aged from 18 to 30, 74 people aged from 31 to 45, 4 people aged from 46 to 60
Collection environment
In-car Cameras
Collection diversity
multiple races, multiple age periods, multiple time periods and behaviors (Dangerous behavior, Fatigue behavior, Visual movement behavior)
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
Accuracy
according to the accuracy of each person's action, the accuracy is greater than 95%; the accuracy of label annotation is not less than 95%
Sample Sample
  • 304 People Multi-race - Driver Behavior Collection Data
  • 304 People Multi-race - Driver Behavior Collection Data
  • 304 People Multi-race - Driver Behavior Collection Data
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Driver behavior acquisition data driver behavior acquisition driver data acquisition driver behavior data
122 People - Passenger Behavior Recognition Data

122 People - Passenger Behavior Recognition Data. The data includes multiple age groups, multiple time periods and multiple races (Caucasian, Black, Indian). The passenger behaviors include passenger normal behavior, passenger abnormal behavior(passenger carsick behavior, passenger sleepy behavior, passenger lost items behavior). In terms of device, binocular cameras of RGB and infrared channels were applied. This data can be used for tasks such as passenger behavior analysis.

Passenger normal behavior passenger carsick behavior passenger sleepy behavior passenger lost items behavior multiple age groups multiple time periods
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
1,003 People-Driver Behavior Collection Data

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.

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