{"id":4766,"date":"2022-11-01T07:27:42","date_gmt":"2022-11-01T07:27:42","guid":{"rendered":"https:\/\/www.hnjournal.net\/?page_id=4766"},"modified":"2022-11-01T07:27:48","modified_gmt":"2022-11-01T07:27:48","slug":"3-11-2","status":"publish","type":"page","link":"https:\/\/www.hnjournal.net\/en\/3-11-2\/","title":{"rendered":"\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0635\u0648\u0631\u0629 \u0627\u0644\u0631\u0648\u0634\u062a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u0629"},"content":{"rendered":"

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1<\/sup> \u0645\u062d\u0627\u0636\u0631\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0642\u0633\u0645 \u0627\u0644\u062c\u0631\u0627\u0641\u064a\u0643\u060c \u0645\u062d\u0627\u0636\u0631 \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0642\u0627\u0646\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c<\/p>\n

\u0628\u0631\u064a\u062f \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: shazaabdo33@gmail.com<\/a><\/p>\n

HNSJ, 2022, 3(11); https:\/\/doi.org\/10.53796\/hnsj3112<\/p>\n

\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u0644\u0641
\n<\/a><\/p>\n

\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0646\u0634\u0631: 01\/11\/2022\u0645 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0642\u0628\u0648\u0644: 04\/10\/2022\u0645<\/p>\n

\u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635 <\/strong><\/p>\n

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\u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629: <\/strong>\u0635\u0648\u0631\u0629 \u0627\u0644\u0648\u0635\u0641\u0629 \u0627\u0644\u0637\u0628\u064a\u0629 – \u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0644 – \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0623\u064a\u0648\u0646\u064a \u2013 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/p>\n

<\/a>Research title <\/strong><\/p>\n

Develop a model to recognize the prescription image using machine learning<\/strong><\/p>\n

Shaza Abdul Rahim Khalifa Al-Radhi1<\/sup><\/strong><\/p>\n

1<\/sup> Lecturer at Future University, Graphic Department, Lecturer at Al Bayan University, College of Computer Science and Information Technology, Department of Computer Science,<\/p>\n

Email: shazaabdo33@gmail.com<\/p>\n

HNSJ, 2022, 3(11); https:\/\/doi.org\/10.53796\/hnsj3112<\/p>\n

Published at 01\/11\/2022 Accepted at 04\/10\/2021 <\/strong><\/p>\n

Abstract <\/strong><\/p>\n

The study dealt with developing a model to recognize the prescription image using one of the machine learning techniques, which is the optical character recognition technology. The lack of an application that enables receiving delivery requests for pharmaceutical products and interacting with the user. Therefore, this study aimed to enable users to upload the prescription image in the application, and to enable users to search for medicine by entering the name of the medicine or any product from the pharmacy or a picture of the medicine box or product in the application to be searched in pharmacies participating in the application. As well as to provide an application that enables receiving delivery requests for pharmaceutical products and interacting with the user. This study followed the waterfall model in the process of developing the model and used the descriptive and analytical approach in the stage of describing requirements and the unified modeling language in the stage of software analysis and design, and the ionic framework was used in the stage of development or implementation of the model. One of the most prominent results of this study was the ability to read the data of the medicine boxes when the text in the image was clear to a high degree. The algorithm was able to read the computer-printed prescription data at a very high rate. The model also proved successful in searching for the medicine through the prescription image or the image of the medicine. The user can also search for the drug using the drug name. It also enables the user to request a home delivery service for medicine or products.<\/p>\n

Key Words: <\/strong>prescription image- delivery service – Ionic Framework – the model.<\/p>\n

    \n
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\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0646\u0635\u064a\u0629 \u064a\u0645\u0643\u0646 \u0627\u0644\u0628\u062d\u062b \u0639\u0646\u0647\u0627 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0645\u062f\u062e\u0644\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0648\u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u064b\u0627 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a” OCR”. \u0648\u0647\u064a \u0639\u0645\u0644\u064a\u0629 \u0645\u0646 \u062b\u0644\u0627\u062b \u062e\u0637\u0648\u0627\u062a. \u0641\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u060c \u064a\u062a\u0645 \u0645\u0633\u062d \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0636\u0648\u0626\u064a\u064b\u0627 \u0648\u062a\u062d\u0648\u064a\u0644\u0647 \u0625\u0644\u0649 \u0635\u0648\u0631\u0629 \u0627\u0644\u0648\u062b\u064a\u0642\u0629. \u0641\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u060c \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0628\u0639\u0636 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0623\u062d\u0631\u0641 \u0645\u0646 \u0645\u0644\u0641 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0623\u062d\u0631\u0641” ASCII” \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062d\u0631\u064a\u0631. \u0641\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u064a\u062a\u0645 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0642\u0642 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0627\u0646\u0645\u0627\u0637 \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0635\u062d\u064a\u062d\u0629 \u0623\u0645 \u0644\u0627. \u062a\u0645 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0625\u0644\u0649 \u0641\u0626\u062a\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u062a\u064a\u0646 \u0647\u0645\u0627: \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0623\u062d\u0631\u0641 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0622\u0644\u064a\u064b\u0627 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0623\u062d\u0631\u0641 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f. \u062a\u0645 \u0641\u0635\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f \u0645\u0631\u0629 \u0623\u062e\u0631\u0649 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0641\u064a \u0648\u0636\u0639 \u0639\u062f\u0645 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0623\u062b\u0646\u0627\u0621 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u0646\u0645\u0637 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u064a\u062a\u0645 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0639\u0644\u0649 \u0635\u0648\u0631 \u0646\u0635\u064a\u0629 \u0645\u0637\u0628\u0648\u0639\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f.<\/p>\n

    2- \u0645\u0634\u0643\u0644\u0647 \u0627\u0644\u0628\u062d\u062b:<\/strong><\/p>\n

      \n
    1. \u0639\u062f\u0645 \u0642\u062f\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0642\u0631\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0648\u0634\u062a\u0629 \u0644\u0636\u0639\u0641 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0627\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
    2. \u0627\u0647\u062f\u0627\u0631 \u0648\u0642\u062a \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a.<\/li>\n
    3. \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u062a\u0637\u0628\u064a\u0642 \u064a\u0645\u0643\u0646 \u0645\u0646 \u062a\u0644\u0642\u064a \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0635\u064a\u062f\u0644\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 .<\/li>\n
    4. \u0642\u0644\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0646\u0635\u0627\u062a.<\/li>\n
    5. \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0643\u062b\u064a\u0631 \u0627\u0644\u0645\u0647\u062f\u0631 \u0641\u064a \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a \u0641\u064a \u0627\u0646\u062a\u0638\u0627\u0631 \u0627\u0644\u0635\u0641 \u0642\u0628\u0644 \u0635\u0631\u0641 \u0627\u0644\u062f\u0648\u0627\u0621.<\/li>\n
    6. \u0639\u062f\u0645 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0643\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628.<\/li>\n<\/ol>\n

      3- \u0627\u0647\u062f\u0627\u0641 \u0627\u0644\u0628\u062d\u062b :<\/strong><\/p>\n

        \n
      1. \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0631\u0641\u0639 \u0635\u0648\u0631\u0629 \u0627\u0644\u0631\u0648\u0634\u062a\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642.<\/li>\n
      2. \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u062f\u062e\u0627\u0644 \u0627\u0633\u0645 \u0627\u0644\u062f\u0648\u0627\u0621 \u0627\u0648 \u0627\u064a \u0645\u0646\u062a\u062c \u0645\u0646 \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0629 \u0627\u0648\u0635\u0648\u0631\u0629 \u0644\u0639\u0644\u0628\u0629 \u0627\u0644\u062f\u0648\u0627\u0621 \u0627\u0648 \u0627\u0644\u0645\u0646\u062a\u062c \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0644\u064a\u062a\u0645 \u0627\u0644\u0628\u062d\u062b \u0639\u0646\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642.<\/li>\n
      3. \u062a\u0648\u0641\u064a\u0631 \u062a\u0637\u0628\u064a\u0642 \u064a\u0645\u0643\u0646 \u0645\u0646 \u062a\u0644\u0642\u064a \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0635\u064a\u062f\u0644\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 .<\/li>\n
      4. \u062a\u0648\u0641\u064a\u0631 \u062a\u0637\u0628\u064a\u0642 \u064a\u062e\u062f\u0645 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0627\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u0645\u0648\u0628\u0627\u064a\u0644.<\/li>\n
      5. \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0644\u0627\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u062a\u062a\u0645 \u0639\u0628\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642.<\/li>\n
      6. \u0645\u0639\u0631\u0641\u0629 \u0643\u0644 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a \u0642\u0628\u0644 \u0627\u0644\u0637\u0644\u0628.<\/li>\n<\/ol>\n

        4- \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0628\u062d\u062b:<\/strong><\/p>\n

        \u062a\u0643\u0645\u0646 \u0627\u0647\u0645\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0641\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u062c\u062a\u0645\u0639.\u0648\u0643\u0630\u0644\u0643 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0645\u0628\u0630\u0648\u0644\u064a\u0646 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0641\u064a \u0643\u0644 \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a\u060c \u0641\u0628\u0647\u0630\u0627 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0648\u0647\u0648 \u0641\u064a \u0645\u0646\u0632\u0644\u0647. \u0627\u0648 \u0627\u0631\u0641\u0627\u0642 \u0635\u0648\u0631\u0629 \u0644\u0644\u0631\u0648\u0634\u062a\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0644\u062a\u062a\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0643\u0644 \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0643\u0630\u0644\u0643 \u062a\u0648\u0641\u064a\u0631 \u062e\u062f\u0645\u0629 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u062f\u0648\u0627\u0621 \u0644\u0644\u0645\u0646\u0632\u0644 \u0639\u0646\u062f \u0637\u0644\u0628 \u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0644.<\/p>\n

        5- \u0645\u0646\u0647\u062c\u064a\u0647 \u0627\u0644\u0628\u062d\u062b:<\/strong><\/p>\n

        \u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c “\u0645\u0646\u0647\u062c\u064a\u0627\u062a” \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u064a\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0647\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0634\u0644\u0627\u0644\u064a \u062d\u064a\u062b \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u0648\u0635\u0641\u0649 \u0648\u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0648\u0635\u0641 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629 \u201cUML\u201d \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u062a\u062d\u0644\u064a\u0644 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u060c\u0643\u0645\u0627 \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645” Ionic Framework” \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0648 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0644\u0644\u0646\u0645\u0648\u0630\u062c.<\/p>\n

        6- \u062d\u062f\u0648\u062f \u0627\u0644\u0628\u062d\u062b:<\/strong><\/p>\n

        \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629: \u0627\u0644\u062e\u0631\u0637\u0648\u0645 \u2013\u0627\u0644\u0633\u0648\u062f\u0627\u0646.<\/p>\n

        \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0632\u0645\u0627\u0646\u064a\u0629:2019- 2022.<\/p>\n

        7- \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u062d\u062b:<\/strong><\/p>\n

        Ionic Framework – MySql server – Node.js – Vue.js.<\/p>\n

        8- \u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u062d\u0631\u0648\u0641:<\/strong><\/p>\n

        \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u0627\u062a\u062c\u0647\u062a \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u062d\u0631\u0648\u0641 \u0648\u0630\u0644\u0643 \u0646\u062a\u064a\u062c\u0629 \u0644\u0644\u062d\u0648\u062c\u0629 \u0627\u0644\u0645\u0644\u062d\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0627\u0648\u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u0627\u064b.<\/p>\n

        \u062f\u0631\u0627\u0633\u0629 (Singh, T. P., Gupta, S., & Garg, M. (2022)) \u062a\u0646\u0627\u0648\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648 \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0634\u0627\u0626\u0639 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u060c \u064a\u0645\u0646\u062d \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u062f\u0648\u0646 \u0623\u0646 \u062a\u062a\u0645 \u0628\u0631\u0645\u062c\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u0631\u064a\u062d. \u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u0627\u062d\u062f\u064b\u0627 \u0645\u0646 \u0645\u062c\u0627\u0644\u064a\u0646 \u0639\u0631\u064a\u0636\u064a\u0646 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u064a\u062a\u0639\u0627\u0645\u0644\u0627\u0646 \u0645\u0639 \u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0623\u0632\u0648\u0627\u062c \u0645\u0646 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629. \u062a\u0645\u0643\u0646 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0645\u0634\u0643\u0644\u062a\u0627\u0646 \u0645\u0646 \u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0625\u0634\u0631\u0627\u0641. \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0647\u0648 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u062a\u064a \u062a\u0624\u062f\u064a\u0647\u0627 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0623\u063a\u0644\u0628 \u0627\u0644\u0623\u062d\u064a\u0627\u0646. \u062a\u0635\u0641 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0639\u0645\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0641\u064a \u0627\u0644\u0646\u0635 \u0627\u0644\u0647\u0646\u062f\u064a. \u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0635\u0648\u0635” Devanagari” \u0648 ” Gurumukhi” \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629 .[1]<\/p>\n

        \u062f\u0631\u0627\u0633\u0629 (Srivastava, S., Verma, A., & Sharma, S. (2022, February)) \u062a\u0646\u0627\u0648\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0628\u0635\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641. \u062a\u0645 \u0627\u062c\u0631\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0639\u062f\u062f \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629. \u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0644\u063a\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0648\u0627\u0644\u062f\u064a\u0641\u0627\u0646\u0627\u063a\u064a\u0631\u064a \u0641\u064a \u0627\u0644\u0647\u0646\u062f. \u062a\u0645 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0628\u0627\u0644\u0641\u0639\u0644. \u062a\u062a\u0643\u0648\u0646 \u0627\u0644\u062f\u064a\u0641\u0627\u0646\u0627\u063a\u064a\u0631\u064a \u0645\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 120 \u0644\u063a\u0629 \u0625\u0642\u0644\u064a\u0645\u064a\u0629 \u060c \u0648\u0647\u0648 \u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062d\u0627\u0644\u064a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0627\u0636\u0631. \u064a\u062a\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0639\u0644\u0649 \u0646\u0648\u0639\u064a\u0646 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f. \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u064a\u0629 \u0648\u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u060c \u0644\u0645 \u062a\u062a\u0645\u0643\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0628\u0646\u062c\u0627\u062d \u0645\u0639 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 100 \u0641\u064a \u0627\u0644\u0645\u0627\u0626\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0641\u064a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u062e\u0637 \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628. \u064a\u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u0622\u0646 \u0644\u0632\u064a\u0627\u062f\u0629 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u062d\u0631\u0641 \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062f\u0642\u064a\u0642. [2]<\/p>\n

        \u062f\u0631\u0627\u0633\u0629 (Thabasum, A., Florence, M. L., Ashwini, A., Kamesh, P., & Majeed, M. H. (2022))\u0627\u0647\u062a\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0628\u0627\u0644\u0645\u0639\u0627\u0642\u064a\u0646 \u0628\u0635\u0631\u064a\u0627 \u0644\u0627\u0646\u0647\u0645 \u064a\u0639\u0627\u0646\u0648\u0646 \u0645\u0646 \u0635\u0639\u0648\u0628\u0627\u062a \u0644\u0627 \u062d\u0635\u0631 \u0644\u0647\u0627 \u0641\u064a \u062d\u064a\u0627\u062a\u0647\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629. \u064a\u0639\u062a\u0628\u0631 \u0641\u0647\u0645 \u0627\u0644\u0646\u0635\u0648\u0635 \u0623\u062d\u062f \u0623\u0647\u0645 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u060c \u0644\u0630\u0644\u0643 \u064a\u062c\u0628 \u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u0645\u0631\u0626\u064a \u0625\u0644\u0649 \u0639\u0627\u0644\u0645 \u0627\u0644\u0635\u0648\u062a \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0625\u0644\u0642\u0627\u0621 \u0627\u0644\u0636\u0648\u0621 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\u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0627\u0644\u0635\u0639\u0648\u0628\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u0645\u0639\u0627\u0642 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0635 \u0648\u0625\u062f\u0631\u0627\u0643\u0647 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0641\u0631\u062f \u0639\u0627\u062f\u064a \u062e\u0627\u0631\u062c\u064a\u064b\u0627 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0647\u0645. \u0641\u064a \u0645\u0646\u0647\u062c\u064a\u062a\u0646\u0627 \u060c \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641” OCR” \u0644\u0644\u062a\u0646\u0628\u0624\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0646\u0635 \u060c \u0648\u0628\u0639\u062f \u0630\u0644\u0643 \u0646\u062d\u0635\u0644 \u0639\u0644\u0649 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u0628\u0623\u0629 \u0644\u0644\u0639\u062f\u062f \u0627\u0644\u0646\u0633\u0628\u064a \u0644\u0644\u0646\u0635\u0648\u0635 \u0641\u064a \u0627\u0644\u0635\u0648\u0631. \u062b\u0645 \u060c \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u060c \u0644\u0644\u0625\u0642\u0631\u0627\u0631 \u0628\u0627\u0644\u0646\u0635 \u060c \u0646\u0639\u0637\u064a\u0647 \u0644\u0645\u0627\u0633\u062d ” OCR ” \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0646\u0641\u0635\u0644 \u060c \u0648\u0628\u0639\u062f \u0630\u0644\u0643 \u0646\u0642\u0648\u0645 \u0628\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u062e\u0637\u0627\u0628 \u0644\u0644\u0646\u062a\u064a\u062c\u0629. \u0627\u0644\u0625\u0644\u0647\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u062f\u0641\u0639\u0646\u0627 \u0625\u0644\u0649 \u0627\u0644\u062a\u0632\u0627\u0645\u0646\u0627 \u0647\u0648 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0627\u0644\u0645\u0639\u0627\u0642\u064a\u0646 \u0628\u0635\u0631\u064a\u0627\u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0625\u062f\u0631\u0627\u0643 \u0643\u0644 \u0646\u0635 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0639\u0631\u0648\u0636\u0629 \u0639\u0644\u064a\u0647\u0645 \u0648\u0645\u0633\u0627\u0639\u062f\u062a\u0647\u0645 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0641\u064a \u062d\u064a\u0627\u062a\u0647\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0623\u064a \u0641\u0631\u062f \u0639\u0627\u062f\u064a \u0622\u062e\u0631[3].<\/p>\n

        \u062f\u0631\u0627\u0633\u0629 (Thorat, C., Bhat, A., Sawant, P., Bartakke, I., & Shirsath, S. (2022)) \u062a\u0635\u0641 \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0645\u0641\u0635\u0644\u0629 \u0639\u0644\u0649 \u0637\u0631\u0642 \u0627\u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u0646 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0628\u0623\u0634\u0643\u0627\u0644 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0648\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643 \u060c \u0642\u0645\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0628\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641. \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u060c \u0648\u062a\u0648\u0641\u0631 \u0641\u0647\u0645\u064b\u0627 \u0623\u0641\u0636\u0644 \u0648\u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629 \u0644”\u0640 OCR”. [4]<\/p>\n

        \u062f\u0631\u0627\u0633\u0629(Divya, N., Pradeepraj, P., & Sivakumar, V. (2021)) \u062a\u0646\u0627\u0648\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u062a\u0637\u0648\u064a\u0631 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0631\u0642\u0645 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0648\u064a\u0628 \u0644\u0627\u0646 \u0639\u062f\u062f \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u064a\u062a\u0632\u0627\u064a\u062f \u0628\u0627\u0637\u0631\u0627\u062f \u064a\u0648\u0645\u0627 \u0628\u0639\u062f \u064a\u0648\u0645. \u0644\u0630\u0644\u0643 \u0645\u0646 \u0623\u062c\u0644 \u062a\u062a\u0628\u0639 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0645\u0639 \u0631\u0642\u0645 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u064a\u0643\u0627\u062f \u064a\u0643\u0648\u0646 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062d\u064a\u0644 \u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0635\u0639\u0648\u0628\u0629 \u060c \u0646\u0642\u0648\u0645 \u0628\u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642 \u0648\u064a\u0628 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u060c \u0648\u062a\u062e\u0632\u064a\u0646 \u062a\u0644\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u064a\u062b \u0644\u062f\u064a\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0641\u0627\u0635\u064a\u0644 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0648\u0627\u0633\u062a\u0631\u062f\u0627\u062f \u062a\u0644\u0643 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0643\u0644\u0645\u0627 \u0643\u0627\u0646 \u0630\u0644\u0643 \u0645\u0637\u0644\u0648\u0628\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0641\u0633 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0648\u064a\u0628 . \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0648\u064a\u0628 \u0647\u0630\u0627 \u060c \u0633\u064a\u0642\u0644 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0645\u0646 \u0633\u0627\u0639\u0627\u062a \u0625\u0644\u0649 \u062b\u0648\u0627\u0646\u064d. \u064a\u0645\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0633\u062c\u0644 \u0644\u062a\u0644\u0643 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0644\u0623\u063a\u0631\u0627\u0636 \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0645\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0648\u064a\u0628 \u0644\u0623\u063a\u0631\u0627\u0636 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0634\u0623\u0646\u0647\u0627 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u064a\u062f\u0648\u064a \u0648\u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0642\u0648\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u0628\u0646\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0647\u064a \u0623\u064a\u0636\u064b\u0627 \u063a\u0646\u064a\u0629 \u0628\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627. \u064a\u0645\u0643\u0646 \u062a\u062b\u0628\u064a\u062a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0648\u064a\u0628 \u0647\u0630\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0628\u0627\u0644\u0641\u0639\u0644 \u0648\u0644\u0627 \u0646\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0646\u0641\u0627\u0642 \u0623\u064a \u0645\u0628\u0644\u063a \u0645\u0646 \u0627\u0644\u0645\u0627\u0644 \u0644\u062a\u062b\u0628\u064a\u062a \u0623\u062c\u0647\u0632\u0629 \u062c\u062f\u064a\u062f\u0629[5].<\/p>\n

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        \u062f\u0631\u0627\u0633\u0629 (Silfverberg, Miikka & Rueter, Jack. (2015)) \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 “OCR” \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0645\u0646 \u0627\u0644\u0645\u0639\u0631\u0648\u0641 \u0623\u0646 \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643 \u060c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u063a\u0627\u062a \u0627\u0644\u063a\u0646\u064a\u0629 \u0634\u0643\u0644\u064a\u064b\u0627 \u060c \u062d\u062a\u0649 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u0627 \u062a\u0635\u0644 \u0625\u0644\u0649 \u062a\u063a\u0637\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u0646\u0635 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u0626\u064a. \u062a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u0646\u0647\u062c\u064b\u0627 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u060c \u0648\u0647\u0648 \u0645\u0641\u064a\u062f \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629. \u064a\u0628\u062d\u062b \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0641\u064a \u0645\u062d\u0631\u0643” OCR” \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631” Tesseract” \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a. \u0646\u0642\u062f\u0645 \u062a\u062c\u0627\u0631\u0628 \u0639\u0644\u0649 \u0644\u063a\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0623\u0648\u0631\u0627\u0644\u064a\u0629 \u0627\u0644\u0641\u0646\u0644\u0646\u062f\u064a\u0629 \u0648\u0627\u0644\u0623\u0631\u0632\u064a\u0627. \u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u062c\u0627\u0631\u0628\u0646\u0627 \u060c \u0642\u062f \u062a\u0638\u0644 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0645\u062a\u0641\u0648\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u062d\u062a\u0649 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u063a\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u062a\u0634\u0643\u0644 \u0627\u0644\u063a\u0646\u064a. \u064a\u0634\u064a\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627 \u0625\u0644\u0649 \u0623\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0641\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0633\u0628\u0628 \u0641\u064a \u0642\u062f\u0631 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0644\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629. <\/strong> [7]<\/p>\n

        (\u062f\u0631\u0627\u0633\u0629 \u0646\u0627\u0632\u0643 \u062e\u0636\u0631 \u0645\u062d\u0645\u062f \u0639\u0644\u064a 2020) \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0647\u0648 \u0627\u062d\u062f \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0647 \u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0647\u0648 \u0645\u0646 \u0623\u062d\u062f \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u064a\u0639\u0643\u0633 \u062a\u0637\u0648\u0631\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b \u0641\u064a \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u064a 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\u0627\u0644\u064a\u062f\u0648\u064a \u0644\u0644\u063a\u0630\u0627\u0621 \u0644\u0627\u064a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0646\u0645\u0637 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u062d\u0627\u0644\u064a \u0644\u0630\u0644\u0643 \u0642\u0645\u0646\u0627 \u0628\u062a\u0635\u0645\u064a\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0639\u0644\u0649 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062d\u062b\u064a\u0629 ” fruit dataset-360″ \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0623\u0635\u0646\u0627\u0641 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0641\u0627\u0643\u0647\u0629 \u0628\u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0646 \u062b\u0645 \u0628\u0646\u0627\u0621 \u0634\u0628\u0643\u0629 \u0639\u0635\u0628\u064a\u0629 \u0645\u0644\u062a\u0641\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0629” Tensorflow” \u0648\u0631\u0628\u0637\u0647\u0627 \u0628\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0648\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u062e\u062a\u0631\u0646\u0627 \u062b\u0644\u0627\u062b\u0629 \u0627\u0635\u0646\u0627\u0641 \u0645\u0646 \u0627\u0644\u0641\u0627\u0643\u0647\u0629 \u0647\u0645\u0627 \u0627\u0644\u0645\u0648\u0632 \u0648\u0627\u0644\u062a\u0641\u0627\u062d \u0648\u0627\u0644\u0645\u0627\u0646\u062c\u0648 \u0628\u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648 \u0623\u062c\u0631\u064a\u0646\u0627 \u0639\u0644\u064a\u0647\u0627 \u0639\u062f\u062f \u0645\u0646 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0644\u062a\u062d\u0642\u064a\u0642 \u062f\u0642\u0629 \u062a\u0635\u0646\u064a\u0641 \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u062f\u0621\u0627\u064b \u0628\u0625\u062e\u062a\u064a\u0627\u0631 \u0635\u0646\u0641\u064a\u0646 \u0647\u0645\u0627 \u0627\u0644\u062a\u0641\u0627\u062d \u0648\u0627\u0644\u0645\u0648\u0632 \u0628\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0631\u0645\u0627\u062f\u064a\u0629 \u0648\u062d\u0635\u0644\u0646\u0627 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0627\u0636\u0627\u0641\u0629 \u0635\u0646\u0641 \u062b\u0627\u0644\u062b \u0648\u0647\u0648 \u0627\u0644\u0645\u0627\u0646\u062c\u0648 \u0648\u0645\u0646 \u062b\u0645 \u0632\u064a\u0627\u062f\u0629 \u0639\u062f\u062f \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0631\u0645\u0627\u062f\u064a\u0629 \u0648\u0627\u062f\u062e\u0627\u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0628\u0644\u063a\u062a 99.8% \u0639\u0646\u062f\u0645\u0627 \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0627\u0644\u0623\u0635\u0646\u0627\u0641 \u0627\u0644\u062b\u0644\u0627\u062b\u0629\u060c\u0648\u0645\u0646 \u062b\u0645 \u062d\u0633\u0627\u0628 \u0627\u0644\u0633\u0639\u0631\u0627\u062a \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0644\u0644\u0623\u0635\u0646\u0627\u0641 \u0627\u0644\u062b\u0644\u0627\u062b\u0647 [8] .<\/p>\n

        \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0635\u0648\u0631 \u0639\u0628\u0631 \u0627\u0644\u0627\u0646\u062a\u0631\u0646\u062a “OCR Online” \u062d\u064a\u062b \u062a\u062a\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0646\u0635\u064b\u0627 \u0645\u0646 \u0645\u0644\u0641 \u0635\u0648\u0631\u0629 \u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u064b\u0627 \u0648 \u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u0645\u0644\u0641” Word” \u060c \u064a\u0645\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u062a\u062d\u0648\u064a\u0644 \u0645\u0644\u0641 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u064b\u0627 \u0625\u0644\u0649 \u0646\u0635 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0643\u0630\u0644\u0643 \u0627\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u064b\u0627 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649” Excel”.[9]<\/p>\n

        \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0649 \u0645\u0644\u0641 ” WORD” \u062a\u0645\u0643\u0646\u0643 \u0647\u0630\u0647 \u0627\u0644\u0627\u062f\u0627\u0629 \u0645\u0646 \u062a\u062d\u0648\u064a\u0644 \u0645\u0644\u0641\u0627\u062a” JPG” \u0625\u0644\u0649” WORD” . \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643 \u060c \u064a\u0648\u0641\u0631 \u0645\u062d\u0648\u0644” PDF” \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u064a\u0632\u0627\u062a. \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f \u062f\u0645\u062c\u0647\u0627 \u0623\u0648 \u062a\u062d\u0631\u064a\u0631\u0647\u0627 \u0623\u0648 \u0641\u062a\u062d\u0647\u0627 \u0623\u0648 \u062a\u062d\u0648\u064a\u0644\u0647\u0627[10].<\/p>\n

        \u0645\u0634\u063a\u0644 \u0642\u0648\u0642\u0644” Google Drive” \u064a\u0648\u0641\u0631” Google Drive” \u0623\u0633\u0647\u0644 \u0637\u0631\u064a\u0642\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0645\u0633\u062a\u0646\u062f\u0627\u062a\u0643 \u0625\u0644\u0649 \u0646\u0635 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u062d\u0631\u064a\u0631. \u0628\u064a\u0646\u0645\u0627 \u064a\u062d\u062a\u0648\u064a” Google Keep ” \u0623\u064a\u0636\u064b\u0627 \u0639\u0644\u0649 \u0645\u064a\u0632\u0629 OCR \u0648\u0647\u064a \u062c\u064a\u062f\u0629 \u0645\u0639 \u0627\u0644\u0642\u0648\u0627\u0626\u0645 \u0648\u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0648\u0644\u0643\u0646\u0643 \u0644\u0627 \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u062f\u0639\u0645” Google Doc ” . \u0644\u0630\u0644\u0643 \u0633\u0648\u0641 \u0646\u0647\u062a\u0645 \u0628\u0645\u064a\u0632\u0629 ” Google Drive OCR “. \u0633\u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0645\u0644\u0627\u0621\u0645\u0629 \u060c \u0643\u0644 \u0645\u0627 \u0639\u0644\u064a\u0643 \u0641\u0639\u0644\u0647 \u0647\u0648 “\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0644\u0649” Google Drive” \u0628\u0639\u062f \u0630\u0644\u0643 \u060c \u0641\u0642\u0637 \u0627\u0646\u0642\u0631 \u0628\u0632\u0631 \u0627\u0644\u0645\u0627\u0648\u0633 \u0627\u0644\u0623\u064a\u0645\u0646 \u0641\u0648\u0642\u0647 \u060c \u0648\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0641\u062a\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062d\u0631\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a ” Google” \u0627\u0644\u0622\u0646 \u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u062d\u062c\u0645 \u0627\u0644\u0645\u0644\u0641 \u0648\u062a\u0639\u0642\u064a\u062f\u0647 \u060c \u0633\u064a\u0639\u0645\u0644 \u0645\u062d\u0631\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a” Google” \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u0646\u0635. [11]<\/strong><\/p>\n

        9- \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0645\u0639 \u0627\u0644\u062f\u0627\u0633\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u062d\u0631\u0648\u0641:<\/strong><\/p>\n

        \u0627\u0648\u062c\u0647 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0643\u0644\u0627\u0647\u0645\u0627 \u0627\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u062a\u0642\u062a\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0647\u064a \u062a\u0642\u0646\u064a\u0629 \u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u0629\u060c\u0648\u0627\u064a\u0636\u0627 \u0643\u0644\u0627\u0647\u0645\u0627 \u0627\u0633\u062a\u062e\u062f\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u0629 \u0648\u0647\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 “OCR” \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0627\u062d\u0631\u0641 \u0633\u0648\u0627\u0621 \u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0648\u0627\u0644\u0627\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0627\u0648 \u0627\u0644\u0647\u0646\u062f\u064a\u0629 \u0627\u0648 \u0627\u0644\u0643\u0631\u062f\u064a\u0629 \u0627\u0648 \u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a. \u0648\u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u062b\u0628\u062a\u062a \u0646\u062c\u0627\u062d\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0639\u0646\u064a\u0629.\u0627\u0645\u0627 \u0627\u0648\u062c\u0647 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0647\u0630\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u062a\u0645\u064a\u0632\u062a \u0628\u0627\u0646\u0647\u0627 \u0637\u0628\u0642\u062a \u0647\u0630\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0645\u062a\u0643\u0627\u0645\u0644 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0635\u0648\u0631\u0629 \u0627\u0644\u0631\u0648\u0634\u0629 \u0639\u0646 \u0627\u0631\u0641\u0627\u0642\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0627\u064a\u0636\u0627\u064b \u062a\u0645\u0643\u0646\u062a \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0648\u0627\u0636\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u0641\u0642 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u062d\u062a\u0649 \u0639\u0644\u0628 \u0627\u0644\u0627\u062f\u0648\u064a\u0629 \u0627\u0644\u062a\u0649 \u062a\u0635\u0631\u0641 \u0645\u0646 \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a.<\/p>\n

        \u062c\u062f\u0648\u0644 \u064a\u0648\u0636\u062d \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629:<\/strong><\/p>\n\n\n\n\n\n
        <\/td>\n\u062f\u0639\u0645 \u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u0629<\/td>\n\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 OCR<\/td>\n\u0627\u0633\u062a\u062e\u062f\u0627\u0645GPS<\/td>\n\u062f\u0639\u0645 \u0645\u062e\u062a\u0644\u0641 \u0627\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644<\/td>\n\u062f\u0639\u0645 \u0627\u0644Ionic<\/td>\n<\/tr>\n
        \u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u062d\u0631\u0648\u0641<\/td>\n\u221a<\/td>\n\u221a<\/td>\n\u00d7<\/td>\n\u00d7<\/td>\n\u00d7<\/td>\n<\/tr>\n
        \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629<\/td>\n\u221a<\/td>\n\u221a<\/td>\n\u221a<\/td>\n\u221a<\/td>\n\u221a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        10- \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641OCR:<\/strong><\/p>\n

        \u062a\u0642\u0646\u064a\u0629 \u00a0\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 ” OCR” \u062a\u0639\u062a\u0628\u0631 \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u064f\u0633\u0627\u0639\u062f\u0629 \u0644\u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u064a\u064f\u0645\u0643\u0646 \u062a\u0639\u0631\u064a\u0641\u0647\u0627 \u0628\u0623\u0646\u0647\u0627 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u064f\u0633\u062a\u062e\u062f\u0645\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u0645\u0644\u0641 \u0631\u0642\u0645\u064a \u064a\u064f\u0645\u0643\u0646 \u0625\u062f\u0627\u0631\u0629 \u0645\u062d\u062a\u0648\u0627\u0629 \u0648\u0625\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u064b \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u060c\u0648 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0642 \u0627\u0644\u0636\u0648\u0626\u064a \u062a\u0633\u062a\u0637\u064a\u0639 \u0642\u0631\u0627\u0621\u0629 \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0635\u0648\u0631\u0629 \u0648\u0627\u0644\u062a\u064a \u0628\u0647\u0627 \u0646\u0635\u0648\u0635 \u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0627\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0648 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0627\u0644\u0623\u062e\u0631\u064a \u0625\u0644\u0649 \u0646\u0635\u0648\u0635 \u064a\u0645\u0643\u0646 \u062a\u062d\u0631\u064a\u0631\u0647\u0627 \u0648\u0646\u0633\u062e\u0647\u0627 \u062b\u0645 \u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u0639\u0644\u064a\u0647\u0627\u060c \u0648\u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u062e\u062a\u0635\u0631 \u0648\u0642\u062a \u0625\u0639\u0627\u062f\u0629 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0627\u0644\u0645\u0635\u0648\u0631 \u0645\u0646 \u062c\u062f\u064a\u062f. \u062d\u064a\u062b \u062a\u0628\u0631\u0632 \u0623\u0647\u0645\u064a\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 ” OCR ” \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0647\u0648\u00a0 \u0646\u0648\u0639 \u0645\u0646 \u200f\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u062a\u0642\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 “Recognition “\u060c \u064a\u0645\u0643\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644\u0647\u0627 \u062a\u062d\u0648\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u0627\u0644\u064a\u062f \u0623\u0648 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0645\u063a\u0644\u0642\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0625\u0644\u0649 \u200f\u0646\u0635\u0648\u0635 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062d\u0631\u064a\u0631. \u0628\u0631\u0646\u0627\u0645\u062c ” OCR \u200f” \u0627\u0644\u062f\u0627\u0639\u0645 \u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0643\u062b\u064a\u0631\u0627 \u0641\u064a \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0648\u0632\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u062e\u0627\u0635. \u0643\u0645\u0627 \u0627\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0641\u0648\u0627\u0626\u062f \u0639\u062f\u064a\u062f\u0629 \u0627\u0648\u0644\u0647\u0627 \u0627\u0644\u062a\u0646\u0638\u064a\u0645: \u062a\u0646\u0638\u064a\u0645 \u0623\u062d\u062c\u0627\u0645 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0645\u0645\u0627 \u064a\u0633\u0627\u0647\u0645 \u0641\u064a \u0632\u064a\u0627\u062f\u0629 \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u062d\u0641\u0638\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062c\u0647\u0632\u0629 \u062e\u0627\u0635\u0629.\u0648\u062b\u0627\u0646\u064a\u0627\u064b \u062a\u0648\u0641\u0631 \u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0630\u0644\u0643 \u0644\u0627\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062d \u062a\u062a\u0645 \u0633\u0631\u064a\u0639\u0627\u064b \u0648\u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0630\u0644 \u0645\u062c\u0647\u0648\u062f \u0645\u0646 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u0628\u0634\u0631\u064a \u0645\u0645\u0627 \u064a\u064f\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0633\u0631\u0639\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0625\u0646\u0636\u0628\u0627\u0637 \u0641\u064a \u0627\u0644\u0639\u0645\u0644.\u0648\u0627\u064a\u0636\u0627\u064b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u064f\u0646\u062e\u0641\u0636\u0629 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0645\u0628\u0627\u0644\u063a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u0645\u064f\u0633\u062a\u062e\u062f\u0645\u0629 \u0644\u062a\u0648\u0641\u064a\u0631 \u0623\u0645\u0627\u0643\u0646 \u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u064f\u0633\u062a\u0646\u062f\u0627\u062a \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u064a\u0647\u0627 \u0622\u0645\u0646\u0629 \u062d\u064a\u062b \u064a\u064f\u0645\u0643\u0646\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0639\u0645\u0644 \u0646\u064f\u0633\u062e \u0625\u062d\u062a\u064a\u0627\u0637\u064a\u0629 \u0644\u0644\u0648\u062b\u0627\u0626\u0642 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0647\u0627\u0645\u0647 \u062f\u0648\u0646 \u0634\u063a\u0644 \u0645\u0633\u0627\u062d\u0629. \u0643\u0645\u0627 \u0633\u0647\u0644\u062a \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0644\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0645\u0633\u062d\u0647\u0627 \u0636\u0648\u0626\u064a\u0627\u064b \u0639\u0644\u0649 \u0639\u0643\u0633 \u0623\u0633\u0627\u0644\u064a\u0628 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0648\u0631\u0642\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u062a\u0633\u0628\u0628 \u0641\u064a \u0636\u064a\u0627\u0639 \u0623\u0648 \u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0636\u0631\u0631 \u0628\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0647\u0627\u0645\u0629. \u0643\u0645\u0627 \u0632\u0627\u062f\u062a \u0645\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0644\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062f\u0648\u0646 \u0625\u0633\u062a\u063a\u0631\u0627\u0642 \u0648\u0642\u062a \u0637\u0648\u064a\u0644 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u064f\u062d\u062f\u062f \u0648\u0639\u062f\u0645 \u0625\u0647\u062f\u0627\u0631 \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0639\u0645\u0644. [12]<\/strong><\/p>\n

        11- \u0627\u0644\u0646\u062a\u0627\u0626\u062c:<\/strong><\/p>\n

        \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u0649 \u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u0644 \u0627\u0644\u064a\u0647\u0627 \u0641\u064a \u0638\u0644 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0648\u0646\u0630\u0643\u0631 \u0645\u0646\u0647\u0627:<\/p>\n

          \n
        1. \u062a\u0645\u0643\u0646\u062a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u0646 \u0642\u0631\u0627\u0621\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0648\u0634\u062a\u0647 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0628\u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0628\u0646\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u062c\u062f\u0627\u064b.<\/li>\n
        2. \u062a\u0645 \u0627\u0644\u062a\u0645\u0643\u0646 \u0645\u0646 \u0642\u0631\u0627\u0621\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0635\u0646\u0627\u062f\u064a\u0642 \u0627\u0644\u062f\u0648\u0627\u0621\u0639\u0646\u062f \u0648\u0636\u0648\u062d \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0648\u062c\u0648\u062f \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u062f\u0631\u062c\u0629 \u0639\u0627\u0644\u064a\u0629.<\/li>\n
        3. \u0627\u062b\u0628\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u062c\u0627\u062d\u0647 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0635\u0648\u0631\u0629 \u0627\u0644\u0631\u0648\u0634\u062a\u0629 \u0627\u0648\u0635\u0648\u0631\u0629 \u0627\u0644\u062f\u0648\u0627\u0621.<\/li>\n
        4. \u0645\u0643\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0627\u064a\u0636\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0633\u0645 \u0627\u0644\u062f\u0648\u0627\u0621.<\/li>\n
        5. \u0645\u0643\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u0637\u0644\u0628 \u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0644\u0644\u062f\u0648\u0627\u0621 \u0627\u0648 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0644\u0644\u0645\u0646\u0632\u0644.<\/li>\n
        6. \u0642\u0644\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0635\u064a\u062f\u0644\u0627\u0646\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0632\u0644.<\/li>\n<\/ol>\n

          12- \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a :<\/strong><\/p>\n

          \u0642\u062f\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0642\u062a\u0631\u062d\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0649 \u0646\u0623\u0645\u0644 \u0627\u0646 \u064a\u062a\u0645 \u0627\u0644\u0646\u0638\u0631 \u0627\u0644\u064a\u0647\u0627 \u0628\u0639\u064a\u0646 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0645\u0646 \u0627\u062c\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0627\u0644\u0642\u0635\u0648\u0649 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642:<\/p>\n

            \n
          1. \u0644\u0645 \u062a\u062a\u0645\u0643\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0628\u0646\u062c\u0627\u062d \u0645\u0639 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 100 \u0641\u064a \u0627\u0644\u0645\u0627\u0626\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0641\u064a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u062e\u0637 \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0644\u0630\u0627 \u0644\u0627\u0628\u062f \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0632\u064a\u0627\u062f\u0629 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u062d\u0631\u0641 \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062f\u0642\u064a\u0642.<\/li>\n
          2. \u062a\u0636\u0645\u064a\u0646 \u0646\u0638\u0627\u0645 \u0644\u0644\u062a\u062e\u0641\u064a\u0636\u0627\u062a \u0648 \u0627\u0644\u062e\u0635\u0648\u0645\u0627\u062a \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u062d\u0633\u0628 \u0643\u0645\u064a\u0629 \u0627\u0644\u0634\u0631\u0627\u0621.<\/li>\n
          3. \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0627\u062a \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0645\u0639\u0631\u0641\u0629 \u0627\u0643\u062b\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0627\u064b.<\/li>\n
          4. \u0639\u0631\u0636 \u0643\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u062f\u0644\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642.<\/li>\n
          5. \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0631\u0648\u0634\u0629 \u0627\u0644\u0649 \u0631\u0648\u0634\u062a\u0629 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0644\u062a\u0644\u0627\u0641\u064a \u0645\u0634\u0643\u0644\u0629 \u0639\u062f\u0645 \u0648\u0636\u0648\u062d \u0627\u0644\u062e\u0637 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u062f\u0643\u0627\u062a\u0631\u0629.<\/li>\n<\/ol>\n

            \u0627\u0644\u062e\u0627\u062a\u0645\u0629:<\/strong><\/p>\n

            \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0627\u0644\u064a \u0644\u0644\u062d\u0631\u0648\u0641 \u0627\u062b\u0628\u062a\u062a \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0635\u0648\u0631\u0629 \u0627\u0644\u0631\u0648\u0634\u062a\u0629 \u0648\u0639\u0644\u0628 \u0627\u0644\u062f\u0648\u0627\u0621 \u0628\u0641\u0627\u0644\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0639\u0646\u062f \u0648\u0636\u0648\u062d \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0648\u062c\u0648\u062f \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 . \u0643\u0645\u0627 \u0627\u062b\u0628\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u062c\u0627\u062d\u0647 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0635\u0648\u0631\u0629 \u0627\u0644\u0631\u0648\u0634\u062a\u0629 \u0627\u0648\u0635\u0648\u0631\u0629 \u0627\u0644\u062f\u0648\u0627\u0621. \u0645\u0645\u0627 \u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0644\u0645 \u062a\u062a\u0645\u0643\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u0631\u0641 \u0628\u0646\u062c\u0627\u062d \u0645\u0639 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 100 \u0641\u064a \u0627\u0644\u0645\u0627\u0626\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0641\u064a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u062e\u0637 \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0644\u0630\u0627 \u0644\u0627\u0628\u062f \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0632\u064a\u0627\u062f\u0629 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u062d\u0631\u0641 \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062f\u0642\u064a\u0642. \u0643\u0645\u0627 \u064a\u0645\u0643\u0646 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0631\u0648\u0634\u0629 \u0627\u0644\u0649 \u0631\u0648\u0634\u062a\u0629 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0644\u062a\u0644\u0627\u0641\u064a \u0645\u0634\u0643\u0644\u0629 \u0639\u062f\u0645 \u0648\u0636\u0648\u062d \u0627\u0644\u062e\u0637 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u062f\u0643\u0627\u062a\u0631\u0629.<\/p>\n

            \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639:<\/strong><\/p>\n

            1- Singh, T. P., Gupta, S., & Garg, M. (2022). Machine Learning: A Review on Supervised Classification Algorithms and their Applications to Optical Character Recognition in Indic Scripts.\u00a0ECS Transactions<\/em>,\u00a0107<\/em>(1), 6233.<\/p>\n

            2-Srivastava, S., Verma, A., & Sharma, S. (2022, February). Optical Character Recognition Techniques: A Review. In\u00a02022 IEEE International Students’ Conference on Electrical, Electronics and Computer Science (SCEECS)<\/em>\u00a0(pp. 1-6). IEEE.<\/p>\n

            3-Thabasum, A., Florence, M. L., Ashwini, A., Kamesh, P., & Majeed, M. H. (2022). Tesseract Aid for Blind People Using Optical Character Recognition (OCR) Algorithm.\u00a0CENTRAL ASIAN JOURNAL OF THEORETICAL & APPLIED SCIENCES<\/em>,\u00a03<\/em>(5), 200-220.<\/p>\n

            4-Thorat, C., Bhat, A., Sawant, P., Bartakke, I., & Shirsath, S. (2022). A Detailed Review on Text Extraction Using Optical Character Recognition.\u00a0ICT Analysis and Applications<\/em>, 719-728.<\/p>\n

            5-Divya, N., Pradeepraj, P., & Sivakumar, V. (2021). Development of Vehicle Number Recognition and Retrieval System with Web Application.\u00a0Annals of the Romanian Society for Cell Biology<\/em>, 15068-15073.<\/p>\n

            6-Su, Y. M., Peng, H. W., Huang, K. W., & Yang, C. S. (2019, November). Image processing technology for text recognition. In\u00a02019 International Conference on Technologies and Applications of Arti\ufb01cial Intelligence (TAAI)<\/em>\u00a0(pp. 1-5). IEEE.<\/p>\n

            7-Silfverberg, Miikka & Rueter, Jack. (2015). Can Morphological Analyzers Improve the Quality of Optical Character Recognition?. Septentrio Conference Series. 45. 10.7557\/5.3467.<\/p>\n

            8-\u0639\u0644\u064a, \u0646. \u062e. (2020). \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0635\u0648\u0631 \u0627\u0644\u0641\u0648\u0627\u0643\u0647 \u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u0644\u062a\u0641\u0629. \u062c\u0627\u0645\u0639\u0629 \u0625\u0641\u0631\u064a\u0642\u064a\u0627 \u0627\u0644\u0639\u0627\u0644\u0645\u064a<\/em><\/p>\n

            9-easypdf . (n.d.). convert image to text Retrieved 2022, from easypdf : https:\/\/ easypdf.com\/ocr-online<\/p>\n

            10-online2pdf . (n.d.). convert image to text Retrieved 2022, from online2pdf : https:\/\/ online2pdf.com \/convert-jpg-to-word<\/p>\n

            11-techwiser. (n.d.). ocr download for windows 10 Retrieved 2022, from techwiser: https:\/\/ techwiser.com\/best-free-ocr-software-for-windows-10\/<\/p>\n

            12- \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a,\u0631. (n.d.). \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u062d\u0631\u0648\u0641\u060c<\/em>. Retrieved 6 23, 2022, from https:\/\/www.ramzit.com\/ar\/\u062a\u0642\u0646\u064a\u0629-\u0627\u0644\u062a\u0639\u0631\u0641-\u0627\u0644\u0636\u0648\u0626\u064a-\u0639\u0644\u0649-\u0627\u0644\u062d\u0631\u0648\u0641\/<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u0634\u0630\u0649 \u0639\u0628\u062f \u0627\u0644\u0631\u062d\u064a\u0645 \u062e\u0644\u064a\u0641\u0629 \u0627\u0644\u0631\u0636\u064a1 1 \u0645\u062d\u0627\u0636\u0631\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0642\u0633\u0645 \u0627\u0644\u062c\u0631\u0627\u0641\u064a\u0643\u060c \u0645\u062d\u0627\u0636\u0631 \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0642\u0627\u0646\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0628\u0631\u064a\u062f \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: shazaabdo33@gmail.com HNSJ, 2022, 3(11); https:\/\/doi.org\/10.53796\/hnsj3112 \u062a\u0646\u0632\u064a\u0644 […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_joinchat":[],"footnotes":""},"class_list":["post-4766","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/pages\/4766","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/comments?post=4766"}],"version-history":[{"count":1,"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/pages\/4766\/revisions"}],"predecessor-version":[{"id":4778,"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/pages\/4766\/revisions\/4778"}],"wp:attachment":[{"href":"https:\/\/www.hnjournal.net\/en\/wp-json\/wp\/v2\/media?parent=4766"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}