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MultipleDistortionDataset

Multiple-Distortion-Dataset used for VAD

Dataset Download Link
DART_Avenue [Link1] https://pan.baidu.com/s/1hXNpPzBF8Z40YzjSIeBRew
DART_Ped2 [Link2] https://pan.baidu.com/s/1aQiH7cpbjN76BpdqoBZZiA
DART_SHANGHAITECH Ongoing

Password:dart

Data Preview

DART_Avenue Description

DART_Ped2 Description

DART_SHANGHAITECH Description


Data Source

This is a custom dataset based on Avenue, Ped2, and ShanghaiTech Campus. We applied distortion to the original datasets to create a new dataset for research and development purposes. The relevant paper is as follows:

Avenue C. Lu, J. Shi, J. Jia, Abnormal event detection at 150 fps in matlab, in: Proceedings of the IEEE international conference on computer vision, 2013, pp. 2720–2727.

Ped2 W. Li, V. Mahadevan, N. Vasconcelos, Anomaly detection and localization in crowded scenes, IEEE transactions on pattern analysis and machine intelligence 36 (2013) 18–32.

SHANGHAITECH WenLiu, Weixin Luo, Dongze Lian, and Shenghua Gao. Fu ture frame prediction for anomaly detection–a new baseline. In Proceedings of the IEEE conference on computer vision and pattern recognition, pages 6536–6545, 2018. 2, 5,

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Dataset used for VAD.

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