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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.

This is a paid datasets for commercial use, research purpose and more. Licensed ready made datasets help jump-start AI projects.

Specifications

Specifications

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

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Recommended Dataset

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Driver expression data driver expression data collection driver expression recognition data human pose data

1,000 People - Passenger Behavior Recognition Data

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Passenger normal behavior passenger carsick behavior passenger sleepy behavior passenger lost items behavior multiple age groups multiple time periods

1,000 People Driver Behavior Identification 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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