HyperAI

CrowdFlow Crowd Behavior Analysis Dataset

Date

3 years ago

Organization

Technische Universitat Berlin

Publish URL

github.com

License

其他

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TUB CrowdFlow is a synthetic video dataset for visual crowd behavior analysis, containing 10 sequences and 5 scenes. Based on drone monitoring, each scene is synthesized twice from a static view and a dynamic view. The resolution of these synthetic videos is 1280×720, the speed is 25 frames/second, and the total number of frames is 3,200, which is also the typical video rendering of current commercial CCTV monitoring systems.

Each sequence has the following ground truth data:

  • Optical flow field
  • Character tracks (up to 1,451)
  • Dense pixel tracks