Traffic counting and multi-object-tracking metadata in non-motorised individual traffic

Description

The data set contains censuses of categories ‘person’, ‘bicycle’, ‘cars’ from video data in predominantly non-motorised road traffic. The dataset contains video data that serves to visualise the record, 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 for visualisation of metadata. The underlying video is pixelated and provides the following information: — Region-of-interest (ROI): Area in which road users are counted (red polygon) — Bounding boxes of the individual road users in the categories ‘person’, ‘bicycle’, ‘car’ — Motion tracks of traffic participants ‘MOT.csv’ File contains the results of the object tracking of the video. The entries are described below: — ‘frame’: Picture 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, which associated objects are marked — ‘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 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 corner points defined by the following pixel positions: — Series: [560 540 600 1000] — Column: [50 700 1200 1300] ‘count.csv’ Includes verified/corrected counting data. Counting method: — Viewing the lower left corner of the object bounding box. — Entry and exit in ROI. — Count on exit from ROI. Includes the following data: — ‘frame’: Picture of the video (1 to 7001) — ‘count_roi’: Number of road users currently in ROI — ‘count_total’: Number of road users who have left ROI at that time (result of the census)

Resources

Name Format Description Link
8 https://www.mcloud.de/downloads/mcloud/8995fc2f-58db-4224-a3be-1adfef02c04b/count.csv
8 https://www.mcloud.de/downloads/mcloud/8995fc2f-58db-4224-a3be-1adfef02c04b/roi.csv
8 https://www.mcloud.de/downloads/mcloud/8995fc2f-58db-4224-a3be-1adfef02c04b/MOT.csv
77 https://www.mcloud.de/downloads/mcloud/8995fc2f-58db-4224-a3be-1adfef02c04b/video_example.mp4

Tags

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

Topics

  • TRAN

Categories