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223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang_223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes

223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes

  • 223,557 human body bounding boxes, 21,258 images
  • diversified population distribution
  • different surveillance scenes, different time periods
Sample

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223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang 223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang

Data Introduction

223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes. The data includes indoor (shopping mall, supermarket, subway) and outdoor (street, campus) scenes. A few crowded scenes are also included. The data includes males and females and the age distribution is from children to the elderly. In this dataset, human body bounding boxes, human body + riding object bounding boxes, human body + appendage bounding boxes and human body status attributes were annotated. The data set can be used for tasks such as body detection.

Data Specification

Data size
223,557 bounding boxes, including 205,567 human body bounding boxes, 12,993 human body + riding object bounding boxes, 4,997 human body + appendage bounding boxes, 21,258 images
Population distribution
the race distribution is yellow race (mainland residents), the gender distribution is male and female, the age distribution is from children to the elderly
Collection environment
true surveillance scenes, including indoor (shopping mall, supermarket, subway) and outdoor (street, campus) scenes
Collection diversity
different surveillance scenes, different time periods, different cameras, a few night scenes, various crowd distributions (crowded, sparse)
Collection device
surveillance cameras, looking down angle
Collection time
day, night
Image parameters
data format: the image data is in .jpg format, the annotation file is in .json format; the image resolution is 1,280*720 or over
Annotation content
human body bounding boxes, human body + riding object bounding boxes, human body + appendage bounding boxes, human body status attributes
Accuracy
a bounding box of human body, human body + riding object or human body + appendage is qualified when the deviation is not more than 3 pixels, and the qualified rate of the bounding boxes shall not be lower than 97%

Sample

  • 223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang
  • 223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang
  • 223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang
  • 223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang
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223,557 Bounding Boxes – Human Body Detection Data in Surveillance Scenes_Data Products_Datatang