Upload README.md with huggingface_hub

README.md

@@ -0,0 +1,99 @@
+---
+license: other
+task_categories:
+  - video-classification
+  - image-classification
+tags:
+  - boxing
+  - sports
+  - action-recognition
+  - punch-detection
+  - computer-vision
+  - qwen
+  - vision-llm
+  - fine-tuning
+pretty_name: Boxing Punch Classification Video Dataset
+size_categories:
+  - 1K<n<10K
+---
+
+# Boxing Punch Classification Video Dataset
+
+Short video clips of boxing punches, labeled for training vision language models.
+
+## Dataset Description
+
+This dataset contains 2278 short video clips extracted from Olympic boxing competition footage,
+each labeled with one of 8 punch/action categories. The clips are designed for fine-tuning
+vision LLMs like Qwen-VL for boxing action recognition.
+
+### Source
+
+Derived from the [Olympic Boxing Punch Classification Video Dataset](https://www.kaggle.com/datasets/piotrstefaskiue/olympic-boxing-punch-classification-video-dataset)
+by Piotr Stefański et al. Original recordings from a 2021 boxing league competition.
+
+## Labels
+
+| Label | Count |
+|-------|-------|
+| head_left_hand | 807 |
+| head_right_hand | 390 |
+| miss_left_hand | 387 |
+| miss_right_hand | 209 |
+| block_left_hand | 190 |
+| body_left_hand | 111 |
+| block_right_hand | 96 |
+| body_right_hand | 88 |
+
+**Total clips:** 2278
+**Total duration:** 1562.9 seconds
+
+## Dataset Structure
+
+Each entry contains:
+- `file_name`: Path to the video clip (.mp4)
+- `label`: Action category (English)
+- `start_time` / `end_time`: Timestamps in the source video
+- `duration`: Clip length in seconds
+- `source_video`: Original video filename
+- `fps`: Frames per second
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("NealBeans/BoxingDataset")
+```
+
+### For Qwen-VL Fine-tuning
+
+```python
+from transformers import Qwen2VLForConditionalGeneration, AutoProcessor
+
+model = Qwen2VLForConditionalGeneration.from_pretrained("Qwen/Qwen2-VL-7B-Instruct")
+processor = AutoProcessor.from_pretrained("Qwen/Qwen2-VL-7B-Instruct")
+
+# Each clip can be used as video input with its label as the target
+```
+
+## License
+
+This dataset is derived from research data and is for non-commercial/academic use only.
+See the original dataset for full license terms.
+
+## Citation
+
+If you use this dataset, please cite the original research:
+
+```bibtex
+@article{stefanski2024boxing,
+  title={Boxing Punch Detection with Single Static Camera},
+  author={Stefa{\n}ski, Piotr and Kozak, Jan and Jach, Tomasz},
+  journal={Entropy},
+  volume={26},
+  number={8},
+  pages={617},
+  year={2024}
+}
+```