Traffic counting and multi-object tracking Metadata in non-motorised private transport

Description

The data set contains counts of the classes person, bicycle, car from video data in predominantly non-motorized road traffic. The dataset contains video data, which are used to visualize the dataset, as well as the extracted metadata of object tracking and traffic counting. The following file is included in detail: video_example.mp4 Video sequence from an inner-city area to visualize the metadata. The underlying video is pixelated and represents the following information: - Region-of-Interest (ROI): Area where road users are counted (red polygon) - Bounding boxes of individual road users in the classes person, bicycle, car - Motion Tracks of the traffic participants MOT.csv File contains the results of object tracking of the video. The entries are described below: - frame: Image of the video (1 to 7001) - label_id: IDs of object classes: - 0: person - 1: bicycle - 2: car - label: Object classes - conf: Confidence of object class identification - object_id: Describes the tracking id that marks related objects - x: Bounding box coordinate: x position of the lower left corner in px - y: Bounding box coordinate: y-position of the lower left corner in px - width: Width of the bounding box in px - height: Height of the bounding box in px roi.csv Contains the coordinates (pixel position) of the polygon points that mark the region-of-interest (ROI). This is a polygon with four vertices defined by the following pixel positions: - Series: [560 540 600 1000] - Column: [50 700 1200 1300] count.csv Includes checked/corrected counting data. Counting method: - Viewing the lower left corner of the object bounding box. - Entry and exit in ROI. - counting when exiting ROI. Includes the following data: - frame: Image of the video (1 to 7001) - count_roi: Number of road users currently in ROI - count_total: Number of road users who left the ROI at that time (result of the census)

Resources

Name Format Description Link
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/count.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/roi.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/MOT.csv
0 https://mobilithek.info/mdp-api/files/aux/573352989845024768/video_example.mp4

Tags

  • mfund-fkz-19f1084a
  • mcloud_id8995fc2f-58db-4224-a3be-1adfef02c04b
  • nmiv
  • mfund-projekt-citycount
  • verkehrszählung
  • ki
  • multi-object-tracking

Topics

  • TRAN

Categories