Update README.md

README.md

@@ -13,6 +13,9 @@ datasets:
 # Arabic Small Nougat 
 
 **Simp**le **En**d-**t**o-**En**d **Structur**ed **OC**R **fo**r **Arab**ic **boo**ks.
+<center>
+  <img src="https://huggingface.co/MohamedRashad/arabic-small-nougat/resolve/main/thumbnail_image.jpg" width=75%>
+</center>
 
 ## Description
 
@@ -22,7 +25,9 @@ The model is based on the [facebook/nougat-small](https://huggingface.co/faceboo
 
 ## How to Get Started with the Model
 
-Use the code below to get started with the model.
+**Demo:** https://huggingface.co/spaces/MohamedRashad/Arabic-Small-Nougat
+
+Or, use the code below to get started with the model locally.
 
 ```python
 from PIL import Image
@@ -86,7 +91,7 @@ If you use or build upon the arabic-small-nougat OCR, please acknowledge the mod
 
 By selecting the GPL 3.0 license, you promote the principles of open source and ensure that the benefits of the model are shared with the broader community.
 
-## Citation
+### Citation
 
 If you find this model useful, please consider citing the original facebook/nougat-small model and the datasets used for fine-tuning, including the Khatt dataset and any details regarding the custom dataset.
 
@@ -101,6 +106,6 @@ If you find this model useful, please consider citing the original facebook/noug
 }
 ```
 
-## Disclaimer
+### Disclaimer
 
 The arabic-small-nougat OCR is a tool provided "as is," and the developers make no guarantees regarding its suitability for specific tasks. Users are encouraged to thoroughly evaluate the model's output for their particular use cases and requirements.