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---
annotations_creators:
- expert-generated
language:
- und
multilingual: false
pretty_name: HMDB51
task_categories:
- video-classification
license: other
dataset_creators:
- Serre Lab at Brown University
paperswithcode_id: hmdb51
tags:
- human-action
- video
- benchmark
---
# HMDB51 Dataset
**HMDB51** is a large human action recognition dataset consisting of 6,766 video clips (.avi) distributed across 51 action categories (e.g., jumping, drinking, kicking, etc). It is commonly used as a benchmark for video classification and action recognition tasks.
## 📦 Dataset Source
This dataset was originally collected and published by the **Serre Lab at Brown University**.
🔗 [Serre Lab – Brown University](https://serre-lab.clps.brown.edu/)
## 📁 Contents
- 6,766 video clips
- 51 action categories
- Includes training/testing splits for benchmarking
## 📚 Citation
If you use this dataset, please cite:
> Kuehne, H., Jhuang, H., Garrote, E., Poggio, T., & Serre, T. (2011). HMDB: A large video database for human motion recognition. In Proceedings of the IEEE International Conference on Computer Vision (ICCV).
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