update(docs): improve readme

README.md

@@ -1,23 +1,54 @@
-# App Icons Dataset
+---
+id: ios-app-icons
+title: IOS App Icons
+description: |
+  This dataset contains images and captions of iOS app icons collected from the iOS Icon Gallery. The images have been processed using a Blip Image Captioning model to generate captions.
+
+tasks:
+  - image-captioning
+
+license: openrail
+
+# Add any relevant tags
+tags:
+  - image-captioning
+  - ios-icons
+
+# Add the date the dataset was created or last updated
+created: December 20, 2023
+
+# Add the dataset citation, if applicable
+citation: |
+  Author, A. et al. (2023). Your Dataset Name. [Hugging Face Datasets](https://huggingface.co/datasets/your_dataset_name).
+
+---
+
+# IOS App Icons
 
 ## Overview
 
-The App Icons Dataset is a collection of app icons along with their corresponding captions generated using the Salesforce BLIP image captioning model. This dataset is designed for tasks related to image captioning, particularly the generation of descriptive captions for iOS app icons.
+This dataset contains images and captions of iOS app icons obtained from the iOS Icon Gallery. Each image is paired with a generated caption using a Blip Image Captioning model. The dataset is suitable for image captioning tasks and can be used to train and evaluate models for generating captions for iOS app icons.
+
+## Images
+
+The images are stored in the 'images' directory, and each image is uniquely identified with a filename (e.g., 'image_0.png'). The images have a resolution of 512x512 pixels.
+
+## Data Format
+
+The dataset is provided in the Hugging Face datasets format, with each sample containing the following information:
+
+- `image_path`: Local file path to the image.
+- `caption`: Generated caption for the corresponding image.
+
+## Usage
 
-## Contents
+You can use this dataset for training, fine-tuning, and evaluating image captioning models. The captions can be leveraged for tasks such as generating natural language descriptions for iOS app icons.
 
-- `image_path`: Local file paths to app icon images in PNG format.
-- `caption`: Descriptive captions generated for each app icon.
+## Acknowledgments
 
-## Dataset Format
+- iOS Icon Gallery: [https://www.iosicongallery.com](https://www.iosicongallery.com)
+- Blip Image Captioning model: [Salesforce/blip-image-captioning-large](https://huggingface.co/Salesforce/blip-image-captioning-large)
 
-The dataset is stored in Hugging Face datasets format, with the following structure:
+## License
 
-```plaintext
-dataset/
-├── data/
-│   ├── image_0.png
-│   ├── image_1.png
-│   ├── ...
-│   └── image_n.png
-└── dataset.arrow
+This dataset is released under the [Apache-2.0 License](https://www.apache.org/licenses/LICENSE-2.0). Please review the license for details.