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README.md

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-license: mit
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+---
+license: mit
+---
+
+# Amul Hits Dataset
+
+## Overview
+
+The **Amul Hits Dataset** contains a collection of images and their associated metadata from Amul's iconic advertisements and campaigns spanning several decades. This dataset is designed to provide access to high-quality images along with descriptive metadata for each advertisement.
+
+## Dataset Structure
+
+The dataset is organized into directories by year, each containing image files. The directory structure is as follows:
+
+
+Each image file is named descriptively and is accompanied by metadata including:
+
+- **`year`**: The year of publication (string).
+- **`image_name`**: The name of the image file (string).
+- **`image_path`**: Path to the image file (string).
+- **`title`**: Title or primary text related to the image (string).
+- **`alt`**: Alternative text describing the image (string).
+
+## Features
+
+The dataset includes the following features:
+
+- **`year`**: The year of publication (string).
+- **`image_name`**: The name of the image file (string).
+- **`image`**: The image itself (image).
+- **`title`**: The title or primary text related to the image (string).
+- **`alt`**: Alternative text describing the image (string).
+
+## Usage
+
+To use this dataset, you need to have the `datasets` library from Hugging Face installed. You can install it using pip:
+
+```bash
+pip install datasets
+```
+
+Once installed, you can load the dataset using the following code:
+```python
+from datasets import load_dataset
+````
+# Replace 'your-username/amul-hits-images' with your actual dataset repository name
+```python
+dataset = load_dataset("your-username/amul-hits-images")
+````
+# Access the data
+```python
+print(dataset['train'][0])
+````
+
+# Contribution
+Contributions to the dataset are welcome! If you have suggestions for improvements or additional data, please open an issue or submit a pull request.
+
+# License
+This dataset is provided under the [LICENSE_NAME] license. Please refer to the LICENSE file in the repository for detailed license information.
+
+# Acknowledgements
+Special thanks to the creators of the Amul Hits advertisements whose work forms the basis of this dataset.
+
+# Contact
+For any questions or inquiries, please contact [email protected].
+
+
+### Customization Notes:
+- **Replace Placeholders**: Make sure to replace `your-username/amul-hits-images` with your actual Hugging Face repository name.
+- **License Information**: Update `[LICENSE_NAME]` with the actual license your dataset is provided under, and ensure to include the `LICENSE` file in the repository.
+- **Contact Details**: Update the contact email with your actual email address.
+
+This README provides a comprehensive overview and usage instructions for your dataset, making it easier for others to understand and work with your data.