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diff --git a/Application_Form/Application_Form_for_HKR.doc b/Application_Form/Application_Form_for_HKR.doc
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+# HKR_Dataset
+The SCUT-HCCDoc Dataset for Russian and Kazakh database (with about 95% of Russian and 5% of
+Kazakh words/sentences respectively) for offline handwriting recognition.
+The dataset can be downloaded through the following link:
+
+- [Cloud](https://cloud.mail.ru/public/25xw/2YPdtaFAF/)  
+
+Note: The HKR Dataset can only be used for non-commercial research purpose. 
+For researchers who wants to use the HKR database, please first fill
+in this [Application Form](Application_Form/Application_Form_for_HKR.doc) 
+and send it via email to us ([[email protected]](mailto:[email protected]),[[email protected]](mailto:[email protected])). 
+
+## Description
+The database is written in Cyrillic and shares the same 33 characters. Besides these characters, the Kazakh alphabet also contains 9 additional
+specific characters. This dataset is a collection of forms. The sources of all the forms in the datasets were generated by LATEX which subsequently was filled out by
+persons with their handwriting. The database consists of more than 1400 filled forms. There are approximately 63000 sentences, more than 715699 symbols produced by approximately 200 diferent writers.
+We utilized three different datasets described as following:
+* Handwritten samples (Forms) of keywords in Kazakh and Russian (Areas, Cities , Village , etc.)
+* Handwritten Kazakh and Russian alphabet in cyrillic
+* Handwritten samples (Forms) of poems in Russian
+
+The following are some sample of forms from HKR dataset:
+
+![sample of form](images/sample1.png)
+
+The following are some word images after segmented the forms:
+
+![](images/0_9_16.jpg)
+![word1](images/0_9_623.jpg)
+![word2](images/0_10_23.jpg)
+![word3](images/0_10_30.jpg)
+![word4](images/0_10_615_.jpg)
+![word5](images/0_11_55.jpg)
+![word6](images/0_13_55.jpg)
+![word7](images/0_13_614.jpg)
+
+
+For example, the following image shows the number of character in the HKR dataset.
+
+![distribution](images/sample2.png)
+
+## Citation and Contact
+Please consider to cite our paper when you use our dataset:
+```
+@article{nurseitov2020hkr,
+  title={Hkr for handwritten kazakh \& russian database},
+  author={Nurseitov, Daniyar and Bostanbekov, Kairat and Kurmankhojayev, Daniyar and Alimova, Anel and Abdallah, Abdelrahman},
+  journal={arXiv preprint arXiv:2007.03579},
+  year={2020}
+}
+```
+For any quetions about the dataset please contact the authors by sending email toProf. Daniyar Nurseitov
+([[email protected]](mailto:[email protected])), Dr. Kairat Bostanbekov
+([[email protected]](mailto:[email protected])) 
+
+
+
+
+
+
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