Update README.md

README.md

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 }
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-> ℹ️ **Source Attribution & Modifications**:
-> This dataset is a **modified version of Sagar Khanna's [Formula One Cars Kaggle Dataset](https://www.kaggle.com/datasets/sagarplanner/formula-one-cars)**.
-> - **Hierarchical Directory Removal**: The original nested folder structure (`Formula One Cars/<team>/<image>`) has been removed and restructured into a single flat directory with standardized, unique sequential indexing (`0000.jpg`, `0001.jpg`, ...).
-> - **Data Cleaning & Validation**: Verified with `PIL.Image.verify()` to remove corrupt/invalid non-image files.
-> - **Hugging Face Native Format**: Formatted with native Hugging Face `Image()` feature and standard 80/20 train/test split for one-line loading and training.
-
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 ## 🚀 Quickstart & Usage
 
@@ -99,6 +91,15 @@ print(dataset)
 ### Original Dataset
 - **Creator**: Sagar Khanna
 - **Kaggle Dataset**: [Formula One Cars](https://www.kaggle.com/datasets/sagarplanner/formula-one-cars)
+---
+> ℹ️ **Source Attribution & Modifications**:
+> This dataset is a **modified version of Sagar Khanna's [Formula One Cars Kaggle Dataset](https://www.kaggle.com/datasets/sagarplanner/formula-one-cars)**.
+> - **Hierarchical Directory Removal**: The original nested folder structure (`Formula One Cars/<team>/<image>`) has been removed and restructured into a single flat directory with standardized, unique sequential indexing (`0000.jpg`, `0001.jpg`, ...).
+> - **Data Cleaning & Validation**: Verified with `PIL.Image.verify()` to remove corrupt/invalid non-image files.
+> - **Hugging Face Native Format**: Formatted with native Hugging Face `Image()` feature and standard 80/20 train/test split for one-line loading and training.
+
+---
+
 
 ### Citation
 ```bibtex