Update README.md

README.md

@@ -18,6 +18,24 @@ git lfs install
 git clone https://huggingface.co/datasets/InfImagine/FakeImageDataset
 ```
 
+# Dataset card for Fake Image Dataset
+
+## Dataset Description
+
+* **Homepage:** [Sentry-Image](http://sentry.infimagine.com/)
+* **Paper:** [https://arxiv.org/pdf/2304.13023.pdf](https://arxiv.org/pdf/2304.13023.pdf)
+* **Point of Contact:** [contact@infimagine.com](mailto:contact@infimagine.com)
+
+### Dataset Summary
+
+FakeImageDataset was created to serve as an large-scale dataset for the pretraining of detecting fake images.
+
+It was built on StableDiffusion v1.5, IF and StyleGAN3.
+
+### Supported Tasks and Leaderboards
+
+FakeImageDataset is intended to be primarly used as a pretraining dataset for detecting fake images.
+
 ## Sub Dataset
 ### Fake2M Dataset
 
@@ -31,9 +49,10 @@ git clone https://huggingface.co/datasets/InfImagine/FakeImageDataset
 | MetaData Path     | MetaData/train/SDv15R-CC1M.csv          | MetaData/train/IF-CC1M.csv        | MetaData/train/stylegan3-80K.csv             |
 
 
-## License
+# License
 This project is open-sourced under the [Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0). These weights and datasets are fully open for academic research and can be used for commercial purposes with official written permission. If you find our open-source models and datasets useful for your business, we welcome your donation to support the development of the next-generation Sentry-Image model. Please contact [contact@infimagine.com](contact@infimagine.com) for commercial licensing and donation inquiries.
-## Citation
+
+# Citation
 The code and model in this repository is mostly developed for or derived from the paper below. Please cite it if you find the repository helpful.
 ```
 @misc{sentry-image-leaderboard,