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# Dataset Card for Rock Paper Scissors

<!-- Provide a quick summary of the dataset. -->

## Dataset Details

### Dataset Description

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Rock Paper Scissors contains images from various hands, from different races, ages, and genders, posed into rock, paper or scissors and labeled as such.

- **License:** CC BY 2.0

### Dataset Sources

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- **Homepage:** https://laurencemoroney.com/datasets.html

## Dataset Structure

<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->

Total images: 2,892

Classes: 3 categories

Splits:

- **Train:** 2,520 images

- **Test:** 372 images

Image specs: PNG format, 300x300 pixels, RGB

## Example Usage
Below is a quick example of how to load this dataset via the Hugging Face Datasets library.
```
from datasets import load_dataset  

# Load the dataset  
dataset = load_dataset("randall-lab/rock-paper-scissors", split="train", trust_remote_code=True)  
# dataset = load_dataset("randall-lab/rock-paper-scissors", split="validation", trust_remote_code=True)  

# Access a sample from the dataset  
example = dataset[0]  
image = example["image"]  
label = example["label"]  

image.show()  # Display the image  
print(f"Label: {label}")
```

## Citation

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

@misc{Moroney_Datasets,
  author       = {Laurence Moroney},
  title        = {Datasets for Machine Learning},
  year         = 2021,
  url          = {https://laurencemoroney.com/datasets.html},
  note         = {Accessed: 2025-03-18}
}