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208,785 Bounding Boxes Human Head Detection in Surveillance Video Data

  • 37,409 pictures
  • diversified population distribution
  • different surveillance scene, different time period
Sample

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Data Introduction

Head detection data in surveillance scene, 208785 pieces in total. Surveillance scenes include indoor (shopping mall, supermarket, subway) and outdoor (street), covering a few super-dense scenes. The data covers male and female, children and elderly people. In the annotation aspect, the head bounding box is annotated. The data set can be used for tasks such as head detection and attribute recognition.

Data Specification

Data size
208,785 bounding boxes
Population distribution
yellow-race(China mainland), gender distribution is male and female, age distribution is from children to the elder
Collection environment
true surveillance, indoor (mall,supermarket) and outdoor(street)
Collection diversity
different surveillance scenes, periods and cameras, diverse populations (intensive, sparse, a few super-dense scenes)
Collection device
surveillance camera, low angel view
Collection time
day and night
Image parameters
image resolution is over 1,280*720, image format: .jpg
Annotation instruction
human head rectangle bounding box annotation
Accuracy rate
Attributes and Bounding Box are calculated, accuracy rate is over 97%

Sample

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