---
license: cc-by-nc-sa-4.0
task_categories:
- image-classification
- zero-shot-classification
tags:
- art
pretty_name: HaSPeR
size_categories:
- 10K<n<100K
paperswithcode_id: hasper
# dataset_info:
#   config_name: data
#   features:
#     - name: image
#       dtype: image
#     - name: label
#       dtype:
#         class_label:
#           names:
#             '0': bird
#             '1': chicken
#             '2': cow
#             '3': crab
#             '4': deer
#             '5': dog
#             '6': elephant
#             '7': horse
#             '8': llama
#             '9': moose
#             '10': panther
#             '11': rabbit
#             '12': snail
#             '13': snake
#             '14': swan
  # splits:
  #   - name: train
  #     num_bytes: 4388352434
  #     num_examples: 9000
  #   - name: val
  #     num_bytes: 3660538277
  #     num_examples: 6000
  # dataset_size: 8048894807
# configs:
#   - config_name: data
#     data_files:
#       - split: train
#         path: data/train/*
#       - split: val
#         path: data/val/*
#     default: true
---

# HᴀSPᴇR: An Image Repository for Hand Shadow Puppet Recognition
This repository contains the code, data, and models of the paper titled **"HᴀSPᴇR: An Image Repository for Hand Shadow Puppet Recognition"** accepted in the ***Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (WCCA Oral)***.

[![arXiv](https://img.shields.io/badge/arXiv-2408.10360-b31b1b.svg?logo=arxiv)](https://arxiv.org/abs/2408.10360)
[![cvf](https://img.shields.io/badge/ICCV_WCCA_2025-367dbd?style=flat&logoColor=white&color=367dbd&labelColor=FFFFFF&logo=data:image/svg+xml;base64,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&style=flat&logoWidth=15)](https://openaccess.thecvf.com/content/ICCV2025W/WCCA/html/Raiyan_HaSPeR_An_Image_Repository_for_Hand_Shadow_Puppet_Recognition_ICCVW_2025_paper.html)
[![GoogleScholar](https://img.shields.io/badge/Google%20Scholar-4285F4?style=flat&logo=Google+Scholar&logoColor=white&color=gray&labelColor=4285F4)](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=4L_7vaoAAAAJ&citation_for_view=4L_7vaoAAAAJ:zYLM7Y9cAGgC)
[![ResearchGate](https://img.shields.io/badge/ResearchGate-00CCBB?style=flat&logo=ResearchGate&logoColor=white&color=gray&labelColor=00CCBB)](https://www.researchgate.net/publication/383267121_HaSPeR_An_Image_Repository_for_Hand_Shadow_Puppet_Recognition)
[![HuggingFace](https://img.shields.io/badge/Hugging%20Face-FFAE33?&logo=HuggingFace&logoColor=yellow&labelColor=grey)](https://huggingface.co/datasets/Starscream-11813/HaSPeR)
<!--- [![HuggingFace](https://img.shields.io/badge/Hugging%20Face-yellow?style=flat&logo=HuggingFace&logoColor=white&color=yellow&labelColor=grey)](https://huggingface.co/datasets/Starscream-11813/HaSPeR)-->
[![PDF](https://img.shields.io/badge/Paper%20PDF-EF3939?style=flat&logo=readme&logoColor=white&color=gray&labelColor=ec1c24)](https://arxiv.org/pdf/2408.10360)

**License:** Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International

[![license](https://arxiv.org/icons/licenses/by-nc-sa-4.0.png)](http://creativecommons.org/licenses/by-nc-sa/4.0/)

## Data Directory
Please navigate to the [Hugging Face repository](https://huggingface.co/datasets/Starscream-11813/HaSPeR) for the latest version of the dataset.
The image samples are partitioned according to the following directory tree:
<pre>
HaSPeR/
├── data/
│   ├── train/
│   │   ├── bird/
│   │   ├── chicken/
│   │   ├── cow/
│   │   ├── crab/
│   │   ├── deer/
│   │   ├── dog/
│   │   ├── elephant/
│   │   ├── horse/
│   │   ├── llama/
│   │   ├── moose/
│   │   ├── panther/
│   │   ├── rabbit/
│   │   ├── snail/
│   │   ├── snake/
│   │   └── swan/
│   └── val/
│       ├── bird/
│       ├── chicken/
│       ├── cow/
│       ├── crab/
│       ├── deer/
│       ├── dog/
│       ├── elephant/
│       ├── horse/
│       ├── llama/
│       ├── moose/
│       ├── panther/
│       ├── rabbit/
│       ├── snail/
│       ├── snake/
│       └── swan/
</pre>

## Citation
If you find this work useful, please cite our paper:
```bib
@article{raiyan2024hasper,
  title={HaSPeR: An Image Repository for Hand Shadow Puppet Recognition},
  author={Raiyan, Syed Rifat and Amio, Zibran Zarif and Ahmed, Sabbir},
  journal={arXiv preprint arXiv:2408.10360},
  year={2024}
}
```
```bib
@InProceedings{Raiyan_2025_ICCV,
    author    = {Raiyan, Syed Rifat and Amio, Zibran Zarif and Ahmed, Sabbir},
    title     = {HaSPeR: An Image Repository for Hand Shadow Puppet Recognition},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
    month     = {October},
    year      = {2025},
    pages     = {4446-4456}
}
```