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