Update README.md

README.md

@@ -1,3 +1,31 @@
----
-license: bsd-3-clause
----
+---
+license: bsd-3-clause
+---
+
+# EvArEST
+
+Everyday Arabic-English Scene Text dataset, from the paper: [Arabic Scene Text Recognition in the Deep Learning Era: Analysis on A Novel Dataset](https://ieeexplore.ieee.org/abstract/document/9499028)
+
+### Detection Dataset
+
+The text detection dataset has 510 images all containing one or more instances of text. Each word is annotated with a four-point polygon that starts with the top left corner of the polygon and follows clockwise. Each image comes with a text file containing three attributes: the four points of the polygon that contains the word, the language of the word.  
+
+![alt text](https://github.com/HGamal11/EvArEST-dataset/blob/main/DetEx.png?raw=true)
+
+[Training Data](https://drive.google.com/file/d/1a1Jf12nyIDswunky5kLM4JishRj2_4Jy/view?usp=sharing)
+
+[Test Data](https://drive.google.com/file/d/15jWxmZb9zoKHys40Cuz-57kV2PTO-cvH/view?usp=sharing)
+
+
+### Citation 
+
+If you find this dataset useful for your research, please cite
+```
+@article{hassan2021arabic,
+  title={Arabic Scene Text Recognition in the Deep Learning Era: Analysis on A Novel Dataset},
+  author={Hassan, Heba and El-Mahdy, Ahmed and Hussein, Mohamed E},
+  journal={IEEE Access},
+  year={2021},
+  publisher={IEEE}
+}
+```