Details of the dataset 2014

  • This dataset contains 11 video categories with 4 to 6 videos sequences in each category
  • Each individual video file (.zip or .7z) can be downloaded separately. Alternatively, all videos files within one category can be downloaded as a single .zip or .7z file
  • Each video file when uncompressed becomes a directory which contains the following:
    1. a sub-directory named "input" containing a separate JPEG file for each frame of the input video
    2. a sub-directory named "groundtruth" containing a separate BMP file for each frame of the groundtruth
    3. "an empty folder named "results" for binary results (1 binary image per frame per video you have processed)
    4. files named "ROI.bmp" and "ROI.jpg" showing the spatial region of interest
    5. a file named "temporalROI.txt" containing two frame numbers. Only the frames in this range will be used to calculate your score
  • The groundtruth images contain 5 labels namely
    • 0 : Static
    • 50 : Hard shadow
    • 85 : Outside region of interest
    • 170 : Unknown motion (usually around moving objects, due to semi-transparency and motion blur)
    • 255 : Motion

Click here to download the entire dataset : dataset2014.zip | 7z

Click on the tabs below to view sample frames and download individual videos and complete video categories.

If you use this facility in any publication, we request you to kindly acknowledge this website (www.changedetection.net) and cite the following overview paper :
Y. Wang, P.-M. Jodoin, F. Porikli, J. Konrad, Y. Benezeth, and P. Ishwar, CDnet 2014: An Expanded Change Detection Benchmark Dataset,
in Proc. IEEE Workshop on Change Detection (CDW-2014) at CVPR-2014, pp. 387-394. 2014


Pedestrian detection dataset

  • As a subset of ChangeDetection2014 dataset, this dataset contains 10 videos which mostly contain pedestrians
  • For each frame, we label pedestrians with bounding boxes in the form of (frameID, 0, x, y, width, height).

Click here to download the entire pedestrian detection dataset : pedestrian detection dataset.zip | 7z

Click here to download the ground truth : pedestrian detection ground truth.zip | 7z

Baseline

Dynamic Background

Camera Jitter

Intermittent Object Motion

Shadow

Thermal

Bad Weather

Low Framerate

Night Videos

PTZ

Turbulence