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531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes_Autonomous Driving Data Solution_Datatang_531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes

531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes

  • 531,669 images of street view scenes
  • Object detection
  • Multiple scenes
Sample

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531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes_Autonomous Driving Data Solution_Datatang 531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes_Autonomous Driving Data Solution_Datatang

Data Introduction

531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes . This dataset was collected in urban roads and rural roads in China.The dataset diversity includes different weather distribution (sunny, cloudy, rainy, snowy), different time and different resolutions. In terms of data annotation, pedestrians, vehicles, traffic lights, traffic signs and other objects were annotated by rectangular bounding boxes. This dataset can be used for tasks related to automatic driving.

Data Specification

Data size
531,669 images, 5,735,505 bounding boxes
Collecting environment
including outdoor scenes (Chinese urban roads, rural roads, etc.)
Data diversity
multiple scenes, different weather distribution, different time periods and different image resolutions
Device
camera mounted on the roof of car
Collecting time
day, dusk, night, other time periods
Weather distribution
sunny, cloudy, rainy, snowy
Data format
the image data format is jpg or png; the annotation file format are metadata and json
Collecting content
collecting street view images from different scenes
Annotation content
rectangular bounding boxes of pedestrians, vehicles, lights, traffic signs, etc.
Accuracy
The accuracy of labels of collecting scenes, collecting time, image format, image resolution is not less than 95% ; The annotation accuracy of rectangular bounding boxes is over 95% ; The annotation accuracy of attributes of rectangular bounding boxes is over 95%

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Data Features

531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes

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531,669 Images - 5,735,505 Bounding Boxes Object Detection Data in Street View Scenes_Autonomous Driving Data Solution_Datatang