Datasets:
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README.md
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---
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license: cc-by-4.0
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task_categories:
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- video-classification
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tags:
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- action-recognition
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- video
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- computer-vision
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size_categories:
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- 1K<n<10K
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---
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# HMDB51: A Large Video Database for Human Motion Recognition
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**Official dataset release by Serre Lab, Brown University.**
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HMDB51 contains **6,849** short video clips across **51 action categories**, compiled from movies and web videos to capture diverse viewpoints, camera motion, and visual conditions.
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## Files
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- **hmdb51_org.rar** — Original unstabilized videos (~2 GB), 51 classes, 6,849 clips
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- **hmdb51_sta.rar** — Stabilized version with geometric frame alignment
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- **test_train_splits.rar** — Predefined train/test splits (3 lists) for standard evaluation
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## Citation
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```bibtex
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@inproceedings{kuehne2011hmdb,
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title={HMDB: A Large Video Database for Human Motion Recognition},
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author={Kuehne, Hilde and Jhuang, Hueihan and Garrote, Est{\'\i}baliz and Poggio, Tomaso and Serre, Thomas},
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booktitle={ICCV},
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year={2011}
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}
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```
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## Links
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- [Official website](https://serre.lab.brown.edu/hmdb51.html)
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- [Torchvision: datasets.HMDB51](https://docs.pytorch.org/vision/main/generated/torchvision.datasets.HMDB51.html)
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