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--- |
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license: cc-by-4.0 |
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task_categories: |
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- image-classification |
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pretty_name: CNN Bias Dataset |
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size_categories: |
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- 10K<n<100K |
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--- |
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# CNNBiasDataset |
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This dataset contains images of 5 different objects, which are used to quantify the bias that certain CNNs may have. |
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It was created by Eder Martinez, a student volunteer at Kansas State University. |
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## Contents |
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Formatted in JPG. |
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Three main experiments were performed in controlled conditions, from which 5 crops were created. |
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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. |
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## Purpose |
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This dataset was created to support research on CNN biases. |
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Please use it for academic, educational, or other purposes while respecting the license terms and giving proper credit. |
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## License |
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This dataset is released under the **Creative Commons Attribution 4.0 International (CC-BY 4.0)** license. |
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You may use, share, and adapt the data for any purpose, including commercial use, **as long as you provide proper attribution** :). |
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## Attribution |
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When using this dataset, please cite: |
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> Eder Martinez, *CNN Bias Dataset* (2025). Available at https://huggingface.co/datasets/EderMartinez/CNNBiasDataset |
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Example citation: |
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> Eder Martinez. *CNN Bias Dataset*. (2025). CC-BY 4.0. https://huggingface.co/datasets/EderMartinez/CNNBiasDataset. |
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## Acknowledgments |
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Created as a student volunteer at Kansas State University. |
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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. |
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Praise and glory to God in everything I do. |
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## Contact |
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For questions, please contact: ederfelipemartinez@gmail.com |
