Short Video Dataset

About

SVD is a large-scale short video dataset, which contains over 500,000 short videos collected from http://www.douyin.com and over 30,000 labeled pairs of near-duplicate videos.

News

Our paper "SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval" was accepted by ICCV-2019.

Publications

SVD: A Large-Scale Short Video Dataset for Near Duplicate Video Retrieval. [pdf]
Qing-Yuan Jiang, Yi He, Gen Li, Jian Lin, Lei Li and Wu-Jun Li.
Proceedings of International Conference on Computer Vision (ICCV), 2019.

Citation

Please cite the following papers if you use this dataset.

 @inproceedings{JiangHLLLL2019,
   title={{SVD}: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval},
   author={Qing-Yuan Jiang, Yi He, Gen Li, Jian Lin, Lei Li and Wu-Jun Li},
   booktitle={Proceedings of International Conference on Computer Vision},
   year={2019}
 }

Download

Download Instruction

The SVD dataset is available for non-commercial research purposes only.
Please download the agreement and read it carefully.
Please ask your supervisor/advisor to sign the agreement appropriately and then send the scanned version (example) to Qing-Yuan Jiang [qyjiang24(at)gmail.com] and cc to Yi He [heyi_main(at)126.com].
After verifying your request, we will contact you with the password to unzip the metadata.zip and videos-urls.zip.

Download Demo

We provide the download demo to download the videos based on aformentioned urls. Please refer to github repo: [github]

Preprocessing

Transformed Demos

We define four transformations for the SVD dataset. Here we present an example:

Original Video	Video Speeding	Video Cropping	Black Border Insertion	Video Rotation

We provide the source codes to perform these transformations, please refer to the repo: [github].

Implementations of the baselines

We provide the implementations of the baselines for the SVD dataset, please refer to the repo: [github].

LeaderBoard for Near-Duplicate Video Retrieval Task

Real-value based Methods

	Method	Code	MAP@SVD
1 N/A	DML G.Kordopatis-Zilos, et al.		78.47	54.07	68.17	15.59	76.70
2 N/A	CNNL G. Kordopatis-Zilos, et al.		55.55	15.61	18.63	0.15	51.80

Method

Code

MAP@SVD

N/A

Cropping

Black Border

Rotation

Speeding

1
N/A

DML
G.Kordopatis-Zilos, et al.

78.47

54.07

68.17

15.59

76.70

2
N/A

CNNL
G. Kordopatis-Zilos, et al.

55.55

15.61

18.63

0.15

51.80