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
Datatang has passed the certification of ISO27001 Information Security Management System and ISO9001 Quality Management System.
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 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
- 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.
- 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%