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Datasets / CUHK Square Dataset

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CUHK Square data set is for transfer learning research on adapting generic pedestrian detectors. It includes a traffic video sequence of 60 minutes long. It is recorded by a stationary camera. The size of the scene is 720 by 576. It can be downloaded from the following link.

CUHKSquare.mpg

In order to evaluate the performance of human detection on this data set, ground truth of pedestrians of some sampled frames are manually labeled. It can be downloaded below. A readme file provides the instructions of how to use it.

Ground truth of pedestrians

References

  1. Transferring a Generic Pedestrian Detector Towards Specific Scenes
    M. Wang, W. Li and X. Wang
    IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2012


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