Data for STREETS: A Novel Camera Network Dataset for Traffic Flow



This dataset accompanies the paper "STREETS: A Novel Camera Network Dataset for Traffic Flow" at Neural Information Processing Systems (NeurIPS) 2019. Included are:

*Over four million still images form publicly accessible cameras in Lake County, IL. The images were collected across 2.5 months in 2018 and 2019.
*Directed graphs describing the camera network structure in two communities in Lake County.
*Documented non-recurring traffic incidents in Lake County coinciding with the 2018 data.
*Traffic counts for each day of images in the dataset. These counts track the volume of traffic in each community.
*Other annotations and files useful for computer vision systems.

Refer to the accompanying "readme.txt" or "readme.pdf" for further details.
Date made availableOct 27 2019
PublisherUniversity of Illinois Urbana-Champaign


  • computer vision
  • suburban vehicular traffic
  • roadways
  • camera network

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