Corey Snyder and Minh N. Do, Streets: A novel camera network dataset for traffic flow, Accepted to Thirty-third Conference on Neural Information Processing Systems, 2019
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.