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README.md

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+---
+license: cc-by-4.0
+task_categories:
+  - video-classification
+tags:
+  - action-recognition
+  - temporal-segmentation
+  - video
+  - computer-vision
+size_categories:
+  - 1K<n<10K
+---
+
+# The Breakfast Actions Dataset
+
+**Official dataset release by Serre Lab, Brown University.**
+
+A comprehensive dataset of breakfast preparation activities performed by 52 different individuals in 18 different kitchens (~77 hours of video, >4 million frames).
+
+## Dataset Specifications
+
+- **Participants**: 52 individuals
+- **Locations**: 18 kitchens
+- **Total recording**: ~77 hours of video (>4 million frames)
+- **Resolution**: 320x240 pixels
+- **Frame rate**: 15 fps
+- **Activities**: 10 breakfast preparation activities, 48 fine-grained action units
+
+## Files
+
+- **demo_bundle.rar** — MATLAB demo for action recognition
+- **BreakfastII_15fps_qvga_sync.tar.gz** — Video data
+- **breakfast_data.tar.gz** — Dataset annotations
+- **segmentation_coarse.tar.gz** — Coarse temporal segmentation
+- **segmentation_fine.tar.gz** — Fine temporal segmentation
+
+## Citation
+
+```bibtex
+@inproceedings{kuehne2014language,
+  title={The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities},
+  author={Kuehne, Hilde and Arslan, Ali and Serre, Thomas},
+  booktitle={CVPR},
+  year={2014}
+}
+```
+
+## Links
+
+- [Official website](https://serre.lab.brown.edu/breakfast-actions-dataset.html)
+- [GitHub: HTK Action Recognition](https://github.com/hildekuehne/HTK_actionRecognition)