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  - Kaggle dataset [here](https://www.kaggle.com/datasets/kmader/skin-cancer-mnist-ham10000?resource=download)
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  This is a contribution to open sourced data in hugging face for image data. Images can be obtained from above links.
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- Train test split was done using a stratified splitting by cancer/diagnosis type. A copy of the data stratificatation can be obtained on my github [here](https://github.com/marmal88/skin_cancer).
 
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  I do not own any rights to above images.
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  - Kaggle dataset [here](https://www.kaggle.com/datasets/kmader/skin-cancer-mnist-ham10000?resource=download)
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  This is a contribution to open sourced data in hugging face for image data. Images can be obtained from above links.
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+ Train test split was done using a stratified splitting by cancer/diagnosis type. The code to stratify the dataset can be obtained on my github [here](https://github.com/marmal88/skin_cancer).
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  I do not own any rights to above images.
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