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CricShot10: A Video Action Recognition Dataset

CricShot10 is a video action recognition dataset consisting of 10 cricket batting shots. This dataset was developed using the videos from YouTube. Video samples were collected considering all the three formats of cricket match: Test, ODI, and T20.

Preview

cover defense flick hook late_cut lofted pull square_cut straight sweep

Dataset Access

The dataset can be used only for the research purposes. If you need the dataset for your research work, please email at: [email protected]

Announcement

The redundant samples of different batting shots actions will be removed in the upcoming release.

Citation

If you find CricShot10 helpful in your work, you can cite the following paper:

@article{sen2021cricshotclassify,
  title={Cricshotclassify: an approach to classifying batting shots from cricket videos using a convolutional neural network and gated recurrent unit},
  author={Sen, Anik and Deb, Kaushik and Dhar, Pranab Kumar and Koshiba, Takeshi},
  journal={Sensors},
  volume={21},
  number={8},
  pages={2846},
  year={2021},
  publisher={MDPI}
}