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### Unintentional & Abnormal
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- **Sources:**
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- [Oops Dataset](https://
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- [UCSD Ped2](http://www.svcl.ucsd.edu/projects/anomaly/dataset.htm)
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- [CUHK Avenue](https://www.cse.cuhk.edu.hk/leojia/projects/detectabnormal/dataset.html)
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- [UCF-Crime](https://www.crcv.ucf.edu/projects/real-world-anomaly-detection-in-surveillance-videos/)
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```python
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from huggingface_hub import snapshot_download
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repo_id = "
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snapshot_download(repo_id=repo_id, repo_type="dataset", token={your_token})
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### Unintentional & Abnormal
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- **Sources:**
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- [Oops Dataset](https://oops.cs.columbia.edu/data/)
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- [UCSD Ped2](http://www.svcl.ucsd.edu/projects/anomaly/dataset.htm)
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- [CUHK Avenue](https://www.cse.cuhk.edu.hk/leojia/projects/detectabnormal/dataset.html)
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- [UCF-Crime](https://www.crcv.ucf.edu/projects/real-world-anomaly-detection-in-surveillance-videos/)
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```python
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from huggingface_hub import snapshot_download
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repo_id = "july98/atypical_video_dataset"
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snapshot_download(repo_id=repo_id, repo_type="dataset", token={your_token})
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## Dataset Detail
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### Project Description
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Developed by: Qiyue Sun, Qiming Huang, Yang Yang, Hongjun Wang, Jianbo Jiao
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License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0
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### Dataset Statistics
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Total Videos: 7,818 video clips spanning a wide range of atypical scenarios.
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Sources:
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Unintentional behaviors: 2,835 clips sourced from the Oops dataset, with an average duration of 9.77 seconds.
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Abnormal scenes: 1,103 clips extracted from established anomaly detection datasets including UCSD Ped2, CUHK Avenue, and UCF-Crime, averaging 7.53 seconds per clip.
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Surreal content: 1,024 clips from the SURREAL dataset, featuring synthetic human renderings with an average duration of 3.18 seconds.
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Sci-fi: 1,119 clips curated from YouTube film trailers that depict futuristic or supernatural themes, averaging 4.00 seconds.
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Animation: 1,058 clips taken from animated movie trailers on YouTube, averaging 4.04 seconds.
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Theatre: 679 clips from stylized stage performances sourced from YouTube, with an average duration of 4.81 seconds.
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Duration: The dataset comprises over 12.3 hours of video, with an overall average clip length of 5.70 seconds.
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All videos have been segmented into short clips and preprocessed for consistency in resolution and format.
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