CNNBiasDataset

This dataset contains images of 5 different objects, which are used to quantify the bias that certain CNNs may have.
It was created by Eder Martinez, a student volunteer at Kansas State University.

Contents

Formatted in JPG.
Three main experiments were performed in controlled conditions, from which 5 crops were created.
The "Original Image" folder contains the unedited 720x480 images, while the "Cropped" folder contains the cropped versions used in our paper and the 224px images needed.

Purpose

This dataset was created to support research on CNN biases.
Please use it for academic, educational, or other purposes while respecting the license terms and giving proper credit.

License

This dataset is released under the Creative Commons Attribution 4.0 International (CC-BY 4.0) license.
You may use, share, and adapt the data for any purpose, including commercial use, as long as you provide proper attribution :).

Attribution

When using this dataset, please cite:

Eder Martinez, CNN Bias Dataset (2025). Available at https://huggingface.co/datasets/EderMartinez/CNNBiasDataset

Example citation:

Eder Martinez. CNN Bias Dataset. (2025). CC-BY 4.0. https://huggingface.co/datasets/EderMartinez/CNNBiasDataset.

Acknowledgments

Created as a student volunteer at Kansas State University.
Thanks to Dr. Lior Shamir for the opportunity and guidance, Michael Okonda for guidance, and the faculty and people who provided support and the facilities to perform the experiments.

Praise and glory to God in everything I do.

Contact

For questions, please contact: ederfelipemartinez@gmail.com