{"id":7037,"date":"2026-02-10T21:54:02","date_gmt":"2026-02-10T21:54:02","guid":{"rendered":"https:\/\/remarkomrsoftware.com\/ar\/blog\/?p=7037"},"modified":"2026-02-10T21:54:21","modified_gmt":"2026-02-10T21:54:21","slug":"%d8%a7%d9%84%d8%aa%d8%b9%d8%b1%d9%81-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d8%a3%d9%86%d9%85%d8%a7%d8%b7","status":"publish","type":"post","link":"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/","title":{"rendered":"\u062f\u0644\u064a\u0644 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u00a0\u0623\u0635\u0628\u062d\u062a \u062f\u0642\u0629 \u062a\u0635\u062d\u064a\u062d 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style=\"cursor:inherit\"><\/p>\r\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\r\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%85%D8%A7_%D8%A7%D9%84%D9%85%D9%82%D8%B5%D9%88%D8%AF_%D8%A8%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_Pattern_Recognition_%D9%81%D9%8A_%D8%A7%D9%84%D8%A7%D8%AE%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA%D8%9F\" >\u0645\u0627 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0628\u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 (Pattern Recognition) \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%85%D8%A7_%D8%A7%D9%84%D9%81%D8%B1%D9%82_%D8%A8%D9%8A%D9%86_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D9%81%D9%8A_%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A7%D9%84%D9%8A_%D9%88%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D9%8A%D8%AF%D9%88%D9%8A_%D8%A7%D9%84%D8%AA%D9%82%D9%84%D9%8A%D8%AF%D9%8A%D8%9F\" >\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u0644\u064a \u0648\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%84%D9%85%D8%A7%D8%B0%D8%A7_%D9%8A%D8%B9%D8%AF_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%A3%D8%B3%D8%A7%D8%B3_%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A2%D9%84%D9%8A_%D9%84%D9%84%D8%A7%D8%AE%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA_%D8%A7%D9%84%D9%88%D8%B1%D9%82%D9%8A%D8%A9%D8%9F\" >\u0644\u0645\u0627\u0630\u0627 \u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0633\u0627\u0633 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0631\u0642\u064a\u0629\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%83%D9%8A%D9%81_%D8%AA%D8%B9%D9%85%D9%84_%D8%AA%D9%82%D9%86%D9%8A%D8%A9_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%AF%D8%A7%D8%AE%D9%84_%D8%A3%D9%86%D8%B8%D9%85%D8%A9_OMR%D8%9F\" >\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062f\u0627\u062e\u0644 \u0623\u0646\u0638\u0645\u0629 OMR\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#1_%D8%AA%D8%B5%D9%85%D9%8A%D9%85_%D9%88%D8%A5%D8%B9%D8%AF%D8%A7%D8%AF_%D8%A7%D9%84%D9%86%D9%85%D9%88%D8%B0%D8%AC_Form_Design\" >1. \u062a\u0635\u0645\u064a\u0645 \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c (Form Design)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#2_%D8%A7%D9%84%D9%85%D8%B3%D8%AD_%D8%A7%D9%84%D8%B6%D9%88%D8%A6%D9%8A_%D8%A3%D9%88_%D8%A7%D9%84%D8%AA%D9%82%D8%A7%D8%B7_%D8%A7%D9%84%D8%B5%D9%88%D8%B1_Scanning\" >2. \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0623\u0648 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 (Scanning)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#3_%D8%A7%D9%84%D9%85%D8%B9%D8%A7%D9%84%D8%AC%D8%A9_%D8%A7%D9%84%D8%A3%D9%88%D9%84%D9%8A%D8%A9_%D9%84%D9%84%D8%B5%D9%88%D8%B1_Image_Preprocessing\" >3. \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0644\u0644\u0635\u0648\u0631 (Image Preprocessing)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#4_%D8%AA%D8%AD%D8%AF%D9%8A%D8%AF_%D9%88%D8%AA%D9%82%D8%B3%D9%8A%D9%85_%D8%A7%D9%84%D9%85%D9%86%D8%A7%D8%B7%D9%82_Region_Detection\" >4. \u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 (Region Detection)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#5_%D8%A7%D9%84%D8%B9%D8%AA%D8%A8%D8%A9_%D9%88%D8%A7%D9%84%D8%AA%D8%AD%D9%88%D9%8A%D9%84_%D8%A7%D9%84%D8%AB%D9%86%D8%A7%D8%A6%D9%8A_Thresholding_and_Binarization\" >5. \u0627\u0644\u0639\u062a\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u062b\u0646\u0627\u0626\u064a (Thresholding and Binarization)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#6_%D8%A7%D9%83%D8%AA%D8%B4%D8%A7%D9%81_%D8%A7%D9%84%D8%B9%D9%84%D8%A7%D9%85%D8%A7%D8%AA_Mark_Detection\" >6. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a (Mark Detection)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#7_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D8%A7%D9%84%D8%A8%D9%8A%D8%A7%D9%86%D8%A7%D8%AA_Data_Extraction\" >7. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Extraction)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#8_%D8%A7%D9%84%D8%AA%D8%AD%D9%82%D9%82_%D9%88%D9%85%D8%B9%D8%A7%D9%84%D8%AC%D8%A9_%D8%A7%D9%84%D8%A3%D8%AE%D8%B7%D8%A7%D8%A1_Validation\" >8. \u0627\u0644\u062a\u062d\u0642\u0642 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 (Validation)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#9_%D8%AA%D8%AE%D8%B2%D9%8A%D9%86_%D8%A7%D9%84%D8%A8%D9%8A%D8%A7%D9%86%D8%A7%D8%AA_%D9%88%D8%AA%D8%AD%D9%84%D9%8A%D9%84%D9%87%D8%A7_Storage_and_Analysis\" >9. \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 (Storage and Analysis)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#10_%D8%A5%D8%B9%D8%AF%D8%A7%D8%AF_%D8%A7%D9%84%D8%AA%D9%82%D8%A7%D8%B1%D9%8A%D8%B1_%D9%88%D8%A7%D9%84%D9%85%D8%AE%D8%B1%D8%AC%D8%A7%D8%AA_Reporting\" >10. \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a (Reporting)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%83%D9%8A%D9%81_%D9%8A%D9%88%D8%B8%D9%81_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC_%D8%B1%D9%8A%D9%85%D8%A7%D8%B1%D9%83_%D8%AA%D9%82%D9%86%D9%8A%D8%A9_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D9%81%D9%8A_%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A7%D8%AE%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA%D8%9F\" >\u0643\u064a\u0641 \u064a\u0648\u0638\u0641 \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%83%D9%8A%D9%81_%D9%8A%D8%AA%D8%B9%D8%A7%D9%85%D9%84_%D8%B1%D9%8A%D9%85%D8%A7%D8%B1%D9%83_%D9%85%D8%B9_%D8%A7%D9%84%D8%A7%D8%AE%D8%AA%D9%84%D8%A7%D9%81%D8%A7%D8%AA_%D9%81%D9%8A_%D8%A7%D9%84%D9%83%D8%AA%D8%A7%D8%A8%D8%A9_%D9%88%D8%A7%D9%84%D8%AA%D8%B8%D9%84%D9%8A%D9%84_%D8%A8%D8%A7%D8%B3%D8%AA%D8%AE%D8%AF%D8%A7%D9%85_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7%D8%9F\" >\u0643\u064a\u0641 \u064a\u062a\u0639\u0627\u0645\u0644 \u0631\u064a\u0645\u0627\u0631\u0643 \u0645\u0639 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0648\u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%84%D9%85%D8%A7%D8%B0%D8%A7_%D9%8A%D8%B9%D8%AF_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC_%D8%B1%D9%8A%D9%85%D8%A7%D8%B1%D9%83_%D8%A7%D9%84%D8%A3%D9%81%D8%B6%D9%84_%D9%81%D9%8A_%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A2%D9%84%D9%8A_%D9%84%D9%84%D8%AC%D8%A7%D9%85%D8%B9%D8%A7%D8%AA_%D9%81%D9%8A_%D8%A7%D9%84%D8%B4%D8%B1%D9%82_%D8%A7%D9%84%D8%A7%D9%88%D8%B3%D8%B7%D8%9F\" >\u0644\u0645\u0627\u0630\u0627 \u064a\u0639\u062f \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0627\u0648\u0633\u0637\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D8%A7%D9%84%D8%A3%D8%B3%D8%A6%D9%84%D8%A9_%D8%A7%D9%84%D8%B4%D8%A7%D8%A6%D8%B9%D8%A9\" >\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629:-<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%87%D9%84_%D9%8A%D8%AA%D8%A3%D8%AB%D8%B1_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%A8%D8%B4%D9%83%D9%84_%D8%A7%D9%84%D8%AA%D8%B8%D9%84%D9%8A%D9%84_%D8%BA%D9%8A%D8%B1_%D8%A7%D9%84%D9%88%D8%A7%D8%B6%D8%AD%D8%9F\" >\u0647\u0644 \u064a\u062a\u0623\u062b\u0631 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u0634\u0643\u0644 \u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u063a\u064a\u0631 \u0627\u0644\u0648\u0627\u0636\u062d\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%85%D8%A7_%D9%86%D8%B3%D8%A8%D8%A9_%D8%AF%D9%82%D8%A9_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D9%81%D9%8A_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC_Remark%D8%9F\" >\u0645\u0627 \u0646\u0633\u0628\u0629 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c Remark\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%81-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7\/#%D9%87%D9%84_%D9%8A%D8%AD%D8%AA%D8%A7%D8%AC_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%A5%D9%84%D9%89_%D8%A3%D9%88%D8%B1%D8%A7%D9%82_%D9%85%D8%AE%D8%B5%D8%B5%D8%A9%D8%9F\" >\u0647\u0644 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0625\u0644\u0649 \u0623\u0648\u0631\u0627\u0642 \u0645\u062e\u0635\u0635\u0629\u061f<\/a><\/li><\/ul><\/nav><\/div>\r\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%A7_%D8%A7%D9%84%D9%85%D9%82%D8%B5%D9%88%D8%AF_%D8%A8%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_Pattern_Recognition_%D9%81%D9%8A_%D8%A7%D9%84%D8%A7%D8%AE%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA%D8%9F\"><\/span><strong>\u0645\u0627 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0628\u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 (Pattern Recognition) \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0642\u0635\u062f \u0628\u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 (Pattern Recognition) \u0641\u064a \u0633\u064a\u0627\u0642 \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0642\u062f\u0631\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0644\u0649 \u0642\u0631\u0627\u0621\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u060c \u0648\u0645\u0637\u0627\u0628\u0642\u0629 \u0623\u0634\u0643\u0627\u0644 \u0645\u0639\u064a\u0651\u0646\u0629 \u0641\u064a \u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0623\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u062b\u0644 \u0646\u0645\u0637 \u062a\u0638\u0644\u064a\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a\u060c \u0623\u0648 \u062a\u0631\u062a\u064a\u0628\u0647\u0627\u060c \u0623\u0648 \u0637\u0631\u064a\u0642\u0629 \u0643\u062a\u0627\u0628\u062a\u0647\u0627\u060c \u062b\u0645 \u062a\u0641\u0633\u064a\u0631 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u062f\u0642\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0642\u0648\u0627\u0639\u062f \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0628\u060c \u064a\u0646\u062f\u0631\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062a\u062d\u062a \u0645\u0638\u0644\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u062d\u064a\u062b \u0623\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u062a\u062a\u0645 \u0628\u0634\u0643\u0644 \u062a\u0644\u0642\u0627\u0626\u064a \u062a\u0645\u0627\u0645\u0627\u060c \u0648\u0628\u0634\u0643\u0644 \u0634\u0628\u0647 \u0645\u0646\u0639\u062f\u0645 \u0644\u062a\u062f\u062e\u0644 \u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u064a\u060c \u0641\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0645 \u0645\u0633\u062d \u0648\u0631\u0642\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0636\u0648\u0626\u064a\u0627\u064b\u060c \u0644\u0627 \u064a\u0631\u0649 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 &#8220;\u0625\u062c\u0627\u0628\u0627\u062a&#8221; \u0628\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0641\u0647\u0648\u0645\u060c \u0628\u0644 \u064a\u0631\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 &#8220;\u0627\u0644\u0628\u0643\u0633\u0644\u0627\u062a&#8221; (Pixels) \u0627\u0644\u0645\u062a\u0641\u0627\u0648\u062a\u0629 \u0641\u064a \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0644\u0648\u0646 (\u0623\u0633\u0648\u062f\u060c \u0623\u0628\u064a\u0636\u060c \u0631\u0645\u0627\u062f\u064a). \u062a\u0642\u0648\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u0645\u0633\u062d \u0647\u0630\u0647 \u0627\u0644\u0628\u0643\u0633\u0644\u0627\u062a \u0628\u062d\u062b\u0627\u064b \u0639\u0646 &#8220;\u0646\u0638\u0627\u0645&#8221; \u0623\u0648 &#8220;\u0646\u0645\u0637&#8221; \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u0627\u064b\u060c \u0645\u062b\u0644 \u062f\u0627\u0626\u0631\u0629 \u0645\u0645\u062a\u0644\u0626\u0629 \u0628\u0627\u0644\u062d\u0628\u0631 \u0627\u0644\u0623\u0633\u0648\u062f \u0641\u064a \u0645\u0648\u0642\u0639 \u0645\u0639\u064a\u0646 \u064a\u0645\u062b\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 (\u0623) \u0644\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u0623\u0648\u0644.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0627 \u062a\u0643\u062a\u0641\u064a \u0641\u0642\u0637 \u0628\u0631\u0635\u062f \u0648\u062c\u0648\u062f \u0627\u0644\u0639\u0644\u0627\u0645\u0629\u060c \u0628\u0644 \u062a\u0642\u0648\u0645 \u0628\u0642\u064a\u0627\u0633 &#8220;\u0643\u062b\u0627\u0641\u0629&#8221; \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0623\u0648 \u0642\u0648\u0629 \u0648\u0634\u062f\u0629 \u0627\u0644\u062a\u0638\u0644\u064a\u0644\u060c \u0648\u0634\u0643\u0644\u0647\u0627\u060c \u0648\u0645\u0648\u0642\u0639\u0647\u0627 \u0627\u0644\u062f\u0642\u064a\u0642 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0648\u0631\u0642\u0629\u060c \u0625\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0647\u064a \u0627\u0644\u062a\u064a \u062a\u062d\u0648\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0635\u0627\u0645\u062a\u0629 \u0625\u0644\u0649 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u064a\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0637\u0644\u0627\u0628\u060c \u0645\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u064a\u062f\u0648\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0630\u064a \u0643\u0627\u0646 \u0633\u0627\u0626\u062f\u0627\u064b \u0644\u0639\u0642\u0648\u062f \u0637\u0648\u064a\u0644\u0629 &#8220;\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a&#8221;\u060c \u0648\u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u064a\u0639\u0646\u064a \u0647\u0630\u0627 \u0623\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 &#8220;\u062a\u0638\u0644\u064a\u0644 \u062d\u0642\u064a\u0642\u064a&#8221; \u0645\u0642\u0635\u0648\u062f \u0645\u0646 \u0627\u0644\u0637\u0627\u0644\u0628\u060c \u0648\u0628\u064a\u0646 &#8220;\u0634\u0637\u0628&#8221; \u0623\u0648 &#8220;\u0645\u062d\u0648&#8221; \u063a\u064a\u0631 \u0643\u0627\u0645\u0644\u060c \u0623\u0648 \u062d\u062a\u0649 &#8220;\u0646\u0642\u0637\u0629 \u062d\u0628\u0631 \u0639\u0634\u0648\u0627\u0626\u064a\u0629&#8221; \u0633\u0642\u0637\u062a \u0633\u0647\u0648\u0627\u064b\u060c \u0648\u0630\u0644\u0643 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0642\u0648\u0627\u0639\u062f \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0644\u064a\u0647\u0627.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%A7_%D8%A7%D9%84%D9%81%D8%B1%D9%82_%D8%A8%D9%8A%D9%86_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D9%81%D9%8A_%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A7%D9%84%D9%8A_%D9%88%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D9%8A%D8%AF%D9%88%D9%8A_%D8%A7%D9%84%D8%AA%D9%82%D9%84%D9%8A%D8%AF%D9%8A%D8%9F\"><\/span><strong>\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u0644\u064a \u0648\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0644\u0625\u062f\u0631\u0627\u0643 \u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u064a\u062c\u0628 \u0623\u0646 \u0646\u0636\u0639\u0647\u0627 \u0641\u064a \u0645\u064a\u0632\u0627\u0646 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u0625\u0646 \u0627\u0644\u0641\u0627\u0631\u0642 \u0628\u064a\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0648\u0628\u064a\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0639\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a \u0647\u0648 \u0641\u0627\u0631\u0642 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0642\u064a\u0627\u0633\u0647 \u0623\u0648 \u0645\u0642\u0627\u0631\u0646\u062a\u0629\u060c \u0646\u0638\u0631\u0627 \u0644\u0628\u0639\u062f \u0627\u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0648\u0627\u0644\u0641\u0648\u0627\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0642\u062f\u0645\u0647\u0627 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0639\u0646 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a.<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"> \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a: \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a \u0639\u0644\u0649 \u0642\u062f\u0631\u0629 \u0627\u0644\u0645\u0635\u062d\u062d (\u0627\u0644\u0625\u0646\u0633\u0627\u0646) \u0639\u0644\u0649 \u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u0635\u0631\u064a\u0627\u064b &#8220;\u0627\u0644\u0639\u064a\u0646 \u0627\u0644\u0645\u062c\u0631\u062f\u0629&#8221;\u060c \u0648\u0631\u063a\u0645 \u0623\u0646 \u0627\u0644\u0639\u0642\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u0627\u0631\u0639 \u0644\u0644\u063a\u0627\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0648\u062c\u0648\u0647)\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u064a\u0639\u0627\u0646\u064a \u0645\u0646 \u0639\u064a\u0628 \u0642\u0627\u062a\u0644 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a\u0629\u060c \u0648\u0647\u0648 \u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0648\u0627\u0644\u062a\u0639\u0628 \u0648\u062a\u0634\u062a\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0632.<\/span><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u0639\u0628: \u0628\u0639\u062f \u062a\u0635\u062d\u064a\u062d 50 \u0648\u0631\u0642\u0629\u060c \u064a\u0628\u062f\u0623 \u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0645\u0635\u062d\u062d \u0641\u064a \u0627\u0644\u0627\u0646\u062e\u0641\u0627\u0636. \u0628\u0639\u062f 200 \u0648\u0631\u0642\u0629\u060c \u062a\u0632\u062f\u0627\u062f \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u062e\u0637\u0623 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0642\u062f \u064a\u0631\u0649 \u0627\u0644\u0645\u0635\u062d\u062d \u0625\u062c\u0627\u0628\u0629 \u0635\u062d\u064a\u062d\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u062e\u0627\u0637\u0626\u0629\u060c \u0623\u0648 \u064a\u063a\u0641\u0644 \u0639\u0646 \u0633\u0624\u0627\u0644 \u0644\u0645 \u064a\u064f\u062c\u0628 \u0639\u0646\u0647 \u0627\u0644\u0637\u0627\u0644\u0628.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0628\u0627\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631: \u0642\u062f \u064a\u062e\u062a\u0644\u0641 \u062a\u0642\u062f\u064a\u0631 \u0645\u0635\u062d\u062d \u0644\u0622\u062e\u0631 \u062d\u0648\u0644 \u0645\u0627 \u064a\u0639\u062a\u0628\u0631 &#8220;\u062a\u0638\u0644\u064a\u0644\u0627\u064b \u0645\u0642\u0628\u0648\u0644\u0627\u064b&#8221;. \u0647\u0644 \u0627\u0644\u062f\u0627\u0626\u0631\u0629 \u0627\u0644\u0645\u0638\u0644\u0644\u0629 \u0646\u0635\u0641\u0647\u0627 \u062a\u062d\u0633\u0628 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\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a (\u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0631\u064a\u0645\u0627\u0631\u0643) \u0628\u0645\u0639\u0627\u064a\u064a\u0631 \u062b\u0627\u0628\u062a\u0629 \u0644\u0627 \u062a\u062a\u063a\u064a\u0631\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0623\u0648 \u0627\u0644\u0648\u0631\u0642\u0629 \u0631\u0642\u0645 \u0639\u0634\u0631\u0629 \u0622\u0644\u0627\u0641.<\/span><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062b\u0628\u0627\u062a: \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0627 \u062a\u062a\u0639\u0628\u060c \u0644\u0627 \u062a\u0635\u0627\u0628 \u0628\u0627\u0644\u0645\u0644\u0644\u060c \u0648\u0644\u0627 \u064a\u062a\u0634\u062a\u062a \u0627\u0646\u062a\u0628\u0627\u0647\u0647\u0627 \u062d\u064a\u062b \u0623\u0646 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u062a\u064a \u0637\u064f\u0628\u0642\u062a \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0623\u0648\u0644 \u062a\u0637\u0628\u0642 \u0628\u062d\u0630\u0627\u0641\u064a\u0631\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0623\u062e\u064a\u0631.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629: \u064a\u0645\u0643\u0646 \u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0645\u0639\u0627\u0644\u062c\u0629 \u0635\u0648\u0631\u0629 \u0627\u0644\u0648\u0631\u0642\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a\u060c \u0648\u0645\u0642\u0627\u0631\u0646\u062a\u0647\u0627 \u0628\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062d\u0644\u060c \u0648\u062d\u0633\u0627\u0628 \u0627\u0644\u062f\u0631\u062c\u0629\u060c \u0648\u062a\u0635\u062f\u064a\u0631\u0647\u0627 \u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0627\u0644\u062b\u0627\u0646\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0636\u0648\u0639\u064a\u0629: \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641 &#8220;\u0627\u0644\u0646\u0645\u0637 \u0627\u0644\u0645\u0642\u0628\u0648\u0644&#8221; \u0645\u0633\u0628\u0642\u0627\u064b (\u0645\u062b\u0644\u0627\u064b: \u0623\u064a \u062f\u0627\u0626\u0631\u0629 \u0645\u0638\u0644\u0644\u0629 \u0628\u0646\u0633\u0628\u0629 \u062a\u0632\u064a\u062f \u0639\u0646 30%). \u064a\u0644\u063a\u064a \u0647\u0630\u0627 \u0623\u064a \u062a\u062d\u064a\u0632 \u0634\u062e\u0635\u064a \u0623\u0648 \u0645\u0632\u0627\u062c\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0639\u062f\u0627\u0644\u0629 \u0627\u0644\u062a\u0627\u0645\u0629 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0637\u0644\u0627\u0628.<\/span><\/li>\n<\/ul>\n<p>\u0627\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f \u0639\u0646: <a href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D8%AA%D8%AD%D9%84%D9%8A%D9%84-%D9%86%D8%AA%D8%A7%D8%A6%D8%AC-%D8%A7%D9%84%D9%85%D8%AA%D8%B9%D9%84%D9%85%D9%8A%D9%86-%D9%88%D8%AA%D8%B4%D8%AE%D9%8A%D8%B5-%D9%85%D8%B3%D8%AA%D9%88%D9%8A%D8%A7%D8%AA\/\">\u062a\u062d\u0644\u064a\u0644 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u062a\u0639\u0644\u0645\u064a\u0646 \u0648\u062a\u0634\u062e\u064a\u0635 \u0645\u0633\u062a\u0648\u064a\u0627\u062a\u0647\u0645 \u0641\u064a \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%84%D9%85%D8%A7%D8%B0%D8%A7_%D9%8A%D8%B9%D8%AF_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%A3%D8%B3%D8%A7%D8%B3_%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A2%D9%84%D9%8A_%D9%84%D9%84%D8%A7%D8%AE%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA_%D8%A7%D9%84%D9%88%D8%B1%D9%82%D9%8A%D8%A9%D8%9F\"><\/span><strong>\u0644\u0645\u0627\u0630\u0627 \u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0633\u0627\u0633 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0631\u0642\u064a\u0629\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0642\u062f \u064a\u062a\u0633\u0627\u0621\u0644 \u0627\u0644\u0628\u0639\u0636: \u0644\u0645\u0627\u0630\u0627 \u0644\u0627 \u0646\u0643\u062a\u0641\u064a \u0628\u0645\u0627\u0633\u062d\u0627\u062a \u0636\u0648\u0626\u064a\u0629 \u0639\u0627\u062f\u064a\u0629\u061f \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u062a\u0643\u0645\u0646 \u0641\u064a \u0623\u0646 \u0627\u0644\u0645\u0627\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a (Scanner) \u0647\u0648 \u0645\u062c\u0631\u062f \u0622\u0644\u0629 \u062a\u0635\u0648\u064a\u0631\u061b \u0647\u0648 \u064a\u0644\u062a\u0642\u0637 &#8220;\u0635\u0648\u0631\u0629&#8221; \u0641\u0642\u0637. \u0623\u0645\u0627 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0641\u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 &#8220;\u0639\u0642\u0644&#8221; \u064a\u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0648\u0647\u0630\u0627 \u0627\u0644\u0639\u0642\u0644 \u0647\u0648 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u062f\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0633\u062a\u0643\u0648\u0646 \u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a (Bubble Sheets) \u0645\u062c\u0631\u062f \u0635\u0648\u0631 \u0631\u0642\u0645\u064a\u0629 \u0645\u062e\u0632\u0646\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0644\u0627 \u0642\u064a\u0645\u0629 \u0644\u0647\u0627 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0623\u0648 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629. \u062a\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u0639\u062f\u0629 \u0623\u0633\u0628\u0627\u0628 \u0647\u0627\u0645\u0629:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0648\u064a\u0644 \u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0637\u0644\u0627\u0628 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a: \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0648\u0631\u0642\u064a \u0647\u0648 \u0634\u064a\u0621 \u0645\u0627\u062f\u064a\u060c \u0644\u0643\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 (SIS) \u0623\u0648 \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 (LMS)\u060c \u064a\u062c\u0628 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0626\u064a\u0629 (\u0627\u0644\u062d\u0628\u0631 \u0639\u0644\u0649 \u0627\u0644\u0648\u0631\u0642) \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0642\u0645\u064a\u0629 (0 \u0648 1)\u060c \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0647\u064a &#8220;\u0627\u0644\u0645\u062a\u0631\u062c\u0645&#8221; \u0627\u0644\u0630\u064a \u064a\u0642\u0648\u0645 \u0628\u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0645\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u0639\u064a\u0648\u0628 \u0627\u0644\u0623\u062c\u0647\u0632\u0629: \u0641\u064a \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0643\u0627\u0646\u062a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0642\u062f\u064a\u0645\u0629 (OMR Machines) \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 &#8220;\u0627\u0646\u0639\u0643\u0627\u0633 \u0627\u0644\u0636\u0648\u0621&#8221; \u0648\u0644\u064a\u0633 &#8220;\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631&#8221;. \u0643\u0627\u0646\u062a \u062a\u062a\u0637\u0644\u0628 \u0648\u0631\u0642\u0627\u064b \u062e\u0627\u0635\u0627\u064b \u0648\u0623\u0642\u0644\u0627\u0645\u0627\u064b \u0645\u062d\u062f\u062f\u0629\u060c \u0623\u0645\u0627 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 (Software OMR)\u060c \u0641\u0647\u064a \u062a\u062d\u0631\u0631 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0645\u0646 \u0642\u064a\u0648\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0647\u0627 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0645\u0646 \u0623\u064a \u0635\u0648\u0631\u0629 \u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u0627\u064b \u0628\u0623\u064a \u062c\u0647\u0627\u0632 \u0633\u0643\u0627\u0646\u0631 \u0639\u0627\u062f\u064a.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a: \u0627\u0644\u0648\u0631\u0642 \u0642\u062f \u064a\u062a\u0639\u0631\u0636 \u0644\u0644\u0645\u064a\u0644 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a\u060c \u0623\u0648 \u0642\u062f \u064a\u0646\u0643\u0645\u0634 \u0642\u0644\u064a\u0644\u0627\u064b\u060c \u0623\u0648 \u0642\u062f \u062a\u0643\u0648\u0646 \u0627\u0644\u0637\u0628\u0627\u0639\u0629 \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629\u060c \u0644\u0630\u0644\u0643 \u0641\u0625\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u062a\u0645\u062a\u0644\u0643 \u0645\u0631\u0648\u0646\u0629 \u062a\u0645\u0643\u0646\u0647\u0627 \u0645\u0646 &#8220;\u062a\u0635\u062d\u064a\u062d&#8221; \u0647\u0630\u0647 \u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0627\u064b (Image Rectification) \u0642\u0628\u0644 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062f\u0642\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u062d\u062a\u0649 \u0644\u0648 \u0643\u0627\u0646\u062a \u0638\u0631\u0648\u0641 \u0627\u0644\u0645\u0633\u062d \u063a\u064a\u0631 \u0645\u062b\u0627\u0644\u064a\u0629.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u0648\u064a\u062c\u0628 \u0623\u0646 \u0646\u0648\u0636\u062d \u0623\u0646 \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0640 OMR \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u0623\u0648\u0641\u064a\u0633 OMR\u060c \u0627\u0644\u0630\u064a \u064a\u0642\u062f\u0645 \u062a\u062c\u0631\u0628\u0629 \u0641\u0631\u064a\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0631\u0642\u064a\u0629 \u0648\u0644\u0627 \u064a\u062d\u062a\u0648\u064a \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u0639\u0644\u0649 \u062a\u0644\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0641\u0642\u0637 \u0628\u0644 \u064a\u0639\u062a\u0645\u062f \u0623\u064a\u0636\u0627 \u062a\u0642\u0646\u064a\u0627\u062a \u0647\u0627\u0645\u0629 \u0645\u062b\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0640 OCR \u0648 ICR \u0648 \u0627\u0644\u0640 IMAGE \u0648\u0627\u0644\u0640 BARCODE\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u062d\u062f\u064a\u062b\u0627 \u0641\u064a \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0641\u064a \u0627\u0644\u0646\u0633\u062e\u0629 \u0631\u0642\u0645 &#8220;12&#8221;.<\/span><\/p>\n<p>\u0642\u062f \u064a\u0647\u0645\u0643: <a href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D9%83%D9%8A%D9%81%D9%8A%D8%A9-%D8%AA%D8%B7%D9%88%D9%8A%D8%B1-%D8%A7%D9%84%D9%85%D9%86%D8%A7%D9%87%D8%AC-%D8%A7%D9%84%D8%AF%D8%B1%D8%A7%D8%B3%D9%8A%D8%A9\/\">\u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0647\u062c \u0627\u0644\u062f\u0631\u0627\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0630\u0643\u064a\u0629<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7047 size-full\" src=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/1-4.webp\" alt=\"\u062f\u0644\u064a\u0644 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\" width=\"1200\" height=\"628\" srcset=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/1-4.webp 1200w, https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/1-4-300x157.webp 300w, https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/1-4-1024x536.webp 1024w, https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/1-4-768x402.webp 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%83%D9%8A%D9%81_%D8%AA%D8%B9%D9%85%D9%84_%D8%AA%D9%82%D9%86%D9%8A%D8%A9_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%AF%D8%A7%D8%AE%D9%84_%D8%A3%D9%86%D8%B8%D9%85%D8%A9_OMR%D8%9F\"><\/span><strong>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062f\u0627\u062e\u0644 \u0623\u0646\u0638\u0645\u0629 OMR\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0628\u0635\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a (Optical Mark Recognition &#8211; OMR) \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u0648\u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0628\u0630\u0643\u0627\u0621 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u0641\u0642 \u0622\u0644\u064a\u0629\u00a0 \u0647\u0646\u062f\u0633\u064a\u0629 \u062f\u0642\u064a\u0642\u0629 \u062a\u0645\u0631 \u0628\u0639\u062f\u0629 \u0645\u0631\u0627\u062d\u0644 \u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062f\u0642\u0629:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u062a\u0645\u062f \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a (OMR) \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061b \u0628\u0647\u062f\u0641 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0631\u0642\u064a\u0629 \u0628\u062f\u0642\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629. \u0648\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0646\u0638\u0631\u0629 \u0645\u0641\u0635\u0644\u0629 \u0639\u0644\u0649 \u0645\u0631\u0627\u062d\u0644 \u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a:<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D8%AA%D8%B5%D9%85%D9%8A%D9%85_%D9%88%D8%A5%D8%B9%D8%AF%D8%A7%D8%AF_%D8%A7%D9%84%D9%86%D9%85%D9%88%D8%B0%D8%AC_Form_Design\"><\/span><strong>1. \u062a\u0635\u0645\u064a\u0645 \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c (Form Design)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0628\u062f\u0623 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0648 \u0627\u0644\u0642\u0627\u0644\u0628\u061b \u062d\u064a\u062b \u062a\u062a\u064a\u062d \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u0647\u064a\u0643\u0644 \u0645\u062d\u062f\u062f \u064a\u062a\u0636\u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0648\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a\u060c \u0648\u0623\u0645\u0627\u0643\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u062f\u0642\u0629 \u0645\u062a\u0646\u0627\u0647\u064a\u0629.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D8%A7%D9%84%D9%85%D8%B3%D8%AD_%D8%A7%D9%84%D8%B6%D9%88%D8%A6%D9%8A_%D8%A3%D9%88_%D8%A7%D9%84%D8%AA%D9%82%D8%A7%D8%B7_%D8%A7%D9%84%D8%B5%D9%88%D8%B1_Scanning\"><\/span><strong>2. \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0623\u0648 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 (Scanning)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0631\u0642\u064a\u0629 \u0625\u0644\u0649 \u0646\u0633\u062e \u0631\u0642\u0645\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0627\u0633\u062d\u0627\u062a \u0627\u0644\u0636\u0648\u0626\u064a\u0629 \u0623\u0648 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u064f\u062d\u0641\u0638 \u0647\u0630\u0647 \u0627\u0644\u0635\u0648\u0631 \u0628\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0631\u0642\u0645\u064a\u0629 (\u0645\u062b\u0644 JPEG \u0623\u0648 TIFF) \u0644\u062a\u062a\u0645\u0643\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0644\u0627\u062d\u0642\u0627\u064b.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D8%A7%D9%84%D9%85%D8%B9%D8%A7%D9%84%D8%AC%D8%A9_%D8%A7%D9%84%D8%A3%D9%88%D9%84%D9%8A%D8%A9_%D9%84%D9%84%D8%B5%D9%88%D8%B1_Image_Preprocessing\"><\/span><strong>3. \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0644\u0644\u0635\u0648\u0631 (Image Preprocessing)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u0648\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u0627\u064b \u0644\u062a\u0647\u064a\u0626\u062a\u0647\u0627 \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u061b \u0648\u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u060c \u0648\u0632\u064a\u0627\u062f\u0629 \u062d\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u0642\u0627\u0633\u0627\u062a \u0625\u0630\u0627 \u0644\u0632\u0645 \u0627\u0644\u0623\u0645\u0631.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D8%AA%D8%AD%D8%AF%D9%8A%D8%AF_%D9%88%D8%AA%D9%82%D8%B3%D9%8A%D9%85_%D8%A7%D9%84%D9%85%D9%86%D8%A7%D8%B7%D9%82_Region_Detection\"><\/span><strong>4. \u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 (Region Detection)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629\u060c \u062a\u062a\u0639\u0631\u0641 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0639\u0644\u0649 &#8220;\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645&#8221; \u062f\u0627\u062e\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0642\u0648\u0645 \u0628\u062a\u0642\u0633\u064a\u0645\u0647\u0627\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u0639\u0632\u0644 \u0643\u0644 \u0633\u0624\u0627\u0644 \u0648\u0645\u0646\u0637\u0642\u0629 \u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629\u060c \u0648\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0637\u0648\u0631\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062d\u062f\u0648\u062f \u0648\u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%D8%A7%D9%84%D8%B9%D8%AA%D8%A8%D8%A9_%D9%88%D8%A7%D9%84%D8%AA%D8%AD%D9%88%D9%8A%D9%84_%D8%A7%D9%84%D8%AB%D9%86%D8%A7%D8%A6%D9%8A_Thresholding_and_Binarization\"><\/span><strong>5. \u0627\u0644\u0639\u062a\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u062b\u0646\u0627\u0626\u064a (Thresholding and Binarization)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062a\u062f\u0631\u062c \u0627\u0644\u0631\u0645\u0627\u062f\u064a \u0625\u0644\u0649 \u0635\u0648\u0631 \u062b\u0646\u0627\u0626\u064a\u0629 (\u0623\u0633\u0648\u062f \u0648\u0623\u0628\u064a\u0636 \u0641\u0642\u0637). \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u0648\u0636\u0648\u062d \u0628\u064a\u0646 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0645\u0644\u0648\u0621\u0629 (\u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a) \u0648\u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u0628\u064a\u0636\u0627\u0621\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0642\u064a\u0645 \u0643\u062b\u0627\u0641\u0629 \u0627\u0644\u0628\u0643\u0633\u0644.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%D8%A7%D9%83%D8%AA%D8%B4%D8%A7%D9%81_%D8%A7%D9%84%D8%B9%D9%84%D8%A7%D9%85%D8%A7%D8%AA_Mark_Detection\"><\/span><strong>6. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a (Mark Detection)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u0648\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0646\u0637\u0627\u0642 \u0643\u0644 \u0633\u0624\u0627\u0644\u060c \u0648\u062a\u0633\u062a\u062e\u062f\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u0631\u0635\u062f \u0648\u062c\u0648\u062f \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u0648\u0636\u0639\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062c\u064a\u0628\u0648\u0646 (\u0645\u062b\u0644 \u062a\u0638\u0644\u064a\u0644 \u0627\u0644\u062f\u0648\u0627\u0626\u0631).<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D8%A7%D9%84%D8%A8%D9%8A%D8%A7%D9%86%D8%A7%D8%AA_Data_Extraction\"><\/span><strong>7. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Extraction)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0628\u0645\u062c\u0631\u062f \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a\u060c \u062a\u0633\u062a\u062e\u0644\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0643\u0644 \u0639\u0644\u0627\u0645\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0645\u062b\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u062e\u062a\u0627\u0631\u0629. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0635\u064a\u063a\u0629 \u0631\u0642\u0645\u064a\u0629 (\u062b\u0646\u0627\u0626\u064a\u0629 \u0623\u0648 \u0646\u0635\u064a\u0629) \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u0627\u062d\u0642\u0629.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_%D8%A7%D9%84%D8%AA%D8%AD%D9%82%D9%82_%D9%88%D9%85%D8%B9%D8%A7%D9%84%D8%AC%D8%A9_%D8%A7%D9%84%D8%A3%D8%AE%D8%B7%D8%A7%D8%A1_Validation\"><\/span><strong>8. \u0627\u0644\u062a\u062d\u0642\u0642 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 (Validation)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0623\u062f\u0648\u0627\u062a \u0641\u062d\u0635 \u0645\u062f\u0645\u062c\u0629 \u0644\u0636\u0645\u0627\u0646 \u062f\u0642\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061b \u062d\u064a\u062b \u064a\u062a\u0645 \u0631\u0635\u062f \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0643\u062a\u0645\u0644\u0629\u060c \u0623\u0648 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u0648\u0627\u062d\u062f\u060c \u0623\u0648 \u0623\u064a \u0639\u064a\u0648\u0628 \u0623\u062e\u0631\u0649\u060c \u0648\u064a\u062a\u0645 \u0648\u0636\u0639 \u0625\u0634\u0627\u0631\u0627\u062a \u062a\u0646\u0628\u064a\u0647\u064a\u0629 \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u064a\u062f\u0648\u064a.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_%D8%AA%D8%AE%D8%B2%D9%8A%D9%86_%D8%A7%D9%84%D8%A8%D9%8A%D8%A7%D9%86%D8%A7%D8%AA_%D9%88%D8%AA%D8%AD%D9%84%D9%8A%D9%84%D9%87%D8%A7_Storage_and_Analysis\"><\/span><strong>9. \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 (Storage and Analysis)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u062d\u0641\u0638 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0648\u0627\u0644\u0645\u062f\u0642\u0642\u0629 \u0641\u064a \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u0647\u064a\u0643\u0644\u0629 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627. \u0643\u0645\u0627 \u064a\u0645\u0643\u0646 \u062a\u0635\u062f\u064a\u0631\u0647\u0627 \u0625\u0644\u0649 \u0645\u0644\u0641\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0623\u0648 \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0623\u062e\u0631\u0649.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_%D8%A5%D8%B9%D8%AF%D8%A7%D8%AF_%D8%A7%D9%84%D8%AA%D9%82%D8%A7%D8%B1%D9%8A%D8%B1_%D9%88%D8%A7%D9%84%D9%85%D8%AE%D8%B1%D8%AC%D8%A7%D8%AA_Reporting\"><\/span><strong>10. \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a (Reporting)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u064a\u0632\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u0644\u062e\u0635\u0627\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062a\u062e\u0635\u064a\u0635\u0647\u0627 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0633\u0627\u0647\u0645 \u0628\u0631\u0645\u062c\u064a\u0627\u062a OMR \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0631\u0642\u064a\u0629 \u0628\u0634\u0643\u0644 \u062c\u0630\u0631\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629\u060c \u0648\u062c\u0647\u0627\u062a \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0627\u0646\u062a\u062e\u0627\u0628\u0627\u062a\u060c \u0648\u0623\u064a \u0642\u0637\u0627\u0639 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0631\u0642\u064a\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629.<\/span><\/li>\n<\/ul>\n<p>\u0627\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f \u0639\u0646: <a href=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/%D9%85%D8%B9%D8%A7%D9%8A%D9%8A%D8%B1-%D8%A7%D9%84%D8%AC%D9%88%D8%AF%D8%A9-%D9%81%D9%8A-%D8%A7%D9%84%D8%AA%D8%B9%D9%84%D9%8A%D9%85\/\">\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u062c\u0627\u0645\u0639\u064a \u0648\u0623\u0647\u0645\u064a\u062a\u0647\u0627 \u0644\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%83%D9%8A%D9%81_%D9%8A%D9%88%D8%B8%D9%81_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC_%D8%B1%D9%8A%D9%85%D8%A7%D8%B1%D9%83_%D8%AA%D9%82%D9%86%D9%8A%D8%A9_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D9%81%D9%8A_%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A7%D8%AE%D8%AA%D8%A8%D8%A7%D8%B1%D8%A7%D8%AA%D8%9F\"><\/span><strong>\u0643\u064a\u0641 \u064a\u0648\u0638\u0641 \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0639\u062f \u0628\u0631\u0646\u0627\u0645\u062c &#8220;\u0631\u064a\u0645\u0627\u0631\u0643 \u0623\u0648\u0641\u064a\u0633&#8221; (Remark Office OMR) \u0627\u0644\u0631\u0627\u0626\u062f \u0639\u0627\u0644\u0645\u064a\u0627\u064b \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0644\u0623\u0646\u0647 \u0646\u0642\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u062c\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629\u060c \u062d\u064a\u062b \u0644\u0627 \u064a\u0639\u062a\u0645\u062f \u0631\u064a\u0645\u0627\u0631\u0643 \u0639\u0644\u0649 &#8220;\u0627\u0644\u062c\u0645\u0648\u062f&#8221; \u0627\u0644\u0630\u064a \u062a\u0639\u0627\u0646\u064a \u0645\u0646\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u062f\u064a\u0645\u0629\u060c \u0628\u0644 \u064a\u0648\u0638\u0641 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0647\u064a\u0643\u0644\u064a \u0627\u0644\u0645\u0631\u0646: \u062e\u0644\u0627\u0641\u0627\u064b \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0623\u0628\u0639\u0627\u062f\u0627\u064b \u0635\u0627\u0631\u0645\u0629 \u0628\u0627\u0644\u0645\u0644\u0644\u064a\u0645\u062a\u0631\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0631\u064a\u0645\u0627\u0631\u0643 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u062a\u064a\u062d \u0644\u0647 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0647\u064a\u0643\u0644 \u0627\u0644\u0648\u0631\u0642\u0629 \u062d\u062a\u0649 \u0644\u0648 \u062a\u063a\u064a\u0631\u062a \u0642\u0644\u064a\u0644\u0627\u064b. \u064a\u0633\u062a\u0637\u064a\u0639 \u0631\u064a\u0645\u0627\u0631\u0643 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0639\u0644\u0649 Word \u0623\u0648 Excel \u0648\u0637\u0628\u0627\u0639\u062a\u0647\u0627 \u0639\u0644\u0649 \u0648\u0631\u0642 \u0639\u0627\u062f\u064a\u060c \u0644\u0623\u0646\u0647 \u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 &#8220;\u0646\u0645\u0637&#8221; \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645\u0643 \u0623\u0646\u062a\u060c \u0648\u0644\u064a\u0633 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0645\u0635\u0646\u0639.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u0646\u064a\u0629 OMR \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 (Software OMR): \u064a\u0648\u0638\u0641 \u0631\u064a\u0645\u0627\u0631\u0643 \u0642\u0648\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c (CPU) \u0641\u064a \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u062d\u0633\u0627\u0633\u0627\u062a \u0627\u0644\u0636\u0648\u0621 \u0641\u064a \u0627\u0644\u0645\u0627\u0633\u062d\u0627\u062a \u0627\u0644\u0636\u0648\u0626\u064a\u0629\u060c \u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0642\u062f\u0631\u0629 \u0647\u0627\u0626\u0644\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0644\u0648\u0646\u0629\u060c \u0648 \u0627\u0644\u0631\u0645\u0627\u062f\u064a\u0629\u060c \u0648\u0627\u0644\u0633\u0648\u062f\u0627\u0621 \u0648\u0627\u0644\u0628\u064a\u0636\u0627\u0621\u060c \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 (\u0645\u062b\u0644\u0627\u064b\u060c \u062a\u062c\u0627\u0647\u0644 \u0644\u0648\u0646 \u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0641\u0642\u0637 \u0639\u0644\u0649 \u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u0628\u0627\u0644\u0642\u0644\u0645 \u0627\u0644\u0631\u0635\u0627\u0635 \u0623\u0648 \u0627\u0644\u0623\u0632\u0631\u0642).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0630\u0643\u064a \u0639\u0644\u0649 \u0627\u0644\u0628\u0627\u0631\u0643\u0648\u062f: \u0628\u062c\u0627\u0646\u0628 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u062f\u0648\u0627\u0626\u0631\u060c \u064a\u0645\u062a\u0644\u0643 \u0631\u064a\u0645\u0627\u0631\u0643 \u0645\u062d\u0631\u0643\u0627\u064b \u0642\u0648\u064a\u0627\u064b \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0628\u0627\u0631\u0643\u0648\u062f (1D &amp; 2D QR Codes). \u0647\u0630\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0647\u0648\u064a\u0629 \u0627\u0644\u0637\u0627\u0644\u0628 \u0628\u0645\u062c\u0631\u062f \u0645\u0633\u062d \u0627\u0644\u0648\u0631\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u0631\u0628\u0637 \u0648\u0631\u0642\u0629 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0628\u0645\u0644\u0641 \u0627\u0644\u0637\u0627\u0644\u0628 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0648\u0646 \u0623\u064a \u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a\u060c \u0648\u064a\u0642\u0636\u064a \u0639\u0644\u0649 \u0643\u0648\u0627\u0631\u062b &#8220;\u062a\u0628\u062f\u064a\u0644 \u0627\u0644\u0623\u0648\u0631\u0627\u0642&#8221; \u0623\u0648 \u062a\u0634\u0627\u0628\u0647 \u0627\u0644\u0623\u0633\u0645\u0627\u0621.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR\/ICR): \u0641\u064a \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0644\u0627 \u064a\u0643\u062a\u0641\u064a \u0631\u064a\u0645\u0627\u0631\u0643 \u0628\u0627\u0644\u062f\u0648\u0627\u0626\u0631\u060c \u0628\u0644 \u064a\u0648\u0638\u0641 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 (OCR) \u0648\u062d\u062a\u0649 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 (ICR) \u0641\u064a \u0645\u0646\u0627\u0637\u0642 \u0645\u062d\u062f\u062f\u0629 (\u0645\u062b\u0644 \u0631\u0642\u0645 \u0627\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0645\u0643\u062a\u0648\u0628 \u0628\u0627\u0644\u064a\u062f)\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0646\u0638\u0627\u0645\u0627\u064b \u0647\u062c\u064a\u0646\u0627\u064b \u0645\u062a\u0643\u0627\u0645\u0644\u0627\u064b \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%D9%83%D9%8A%D9%81_%D9%8A%D8%AA%D8%B9%D8%A7%D9%85%D9%84_%D8%B1%D9%8A%D9%85%D8%A7%D8%B1%D9%83_%D9%85%D8%B9_%D8%A7%D9%84%D8%A7%D8%AE%D8%AA%D9%84%D8%A7%D9%81%D8%A7%D8%AA_%D9%81%D9%8A_%D8%A7%D9%84%D9%83%D8%AA%D8%A7%D8%A8%D8%A9_%D9%88%D8%A7%D9%84%D8%AA%D8%B8%D9%84%D9%8A%D9%84_%D8%A8%D8%A7%D8%B3%D8%AA%D8%AE%D8%AF%D8%A7%D9%85_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7%D8%9F\"><\/span><strong>\u0643\u064a\u0641 \u064a\u062a\u0639\u0627\u0645\u0644 \u0631\u064a\u0645\u0627\u0631\u0643 \u0645\u0639 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0648\u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u062a\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u0646\u0642\u0637\u0629 \u0647\u064a &#8220;\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062a\u0645\u064a\u0632&#8221; \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643\u060c \u062d\u064a\u062b \u0645\u0646 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0623\u0646 \u062a\u062d\u062f\u062b \u0623\u062e\u0637\u0627\u0621 \u0645\u0646 \u0628\u0639\u0636 \u0627\u0644\u0637\u0644\u0627\u0628\u060c \u0648\u062a\u0638\u0644\u064a\u0644\u0647\u0645 \u0644\u064a\u0633 \u0645\u062b\u0627\u0644\u064a\u0627\u064b \u062f\u0627\u0626\u0645\u0627\u064b \u0648\u0642\u062f \u064a\u0633\u062a\u062e\u062f\u0645 \u0637\u0627\u0644\u0628 \u0642\u0644\u0645\u0627\u064b \u0628\u0627\u0647\u062a\u0627\u064b\u060c \u0648\u0642\u062f \u064a\u0638\u0644\u0644 \u0637\u0627\u0644\u0628 \u0622\u062e\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u062f\u0627\u0626\u0631\u0629\u060c \u0648\u0642\u062f \u064a\u0642\u0648\u0645 \u062b\u0627\u0644\u062b \u0628\u0634\u0637\u0628 \u0625\u062c\u0627\u0628\u0629 \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u062e\u0631\u0649. \u0647\u0646\u0627 \u064a\u062a\u062c\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0639\u0628\u0631 \u0631\u064a\u0645\u0627\u0631\u0643:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u0627\u0644\u062e\u0641\u064a\u0641 \u0648\u0627\u0644\u062c\u0632\u0626\u064a: \u062a\u0633\u0645\u062d \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0631\u064a\u0645\u0627\u0631\u0643 \u0628\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a &#8220;\u062d\u0633\u0627\u0633\u064a\u0629&#8221; \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u064a\u0645\u0643\u0646 \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u062a\u0638\u0644\u064a\u0644 \u0643\u0627\u0645\u0644 (\u0625\u062c\u0627\u0628\u0629 \u0645\u0624\u0643\u062f\u0629) \u0648\u062a\u0638\u0644\u064a\u0644 \u062e\u0641\u064a\u0641 \u062c\u062f\u0627\u064b (\u0642\u062f \u064a\u0643\u0648\u0646 \u0623\u062b\u0631\u0627\u064b \u0644\u0644\u0645\u0645\u062d\u0627\u0629)\u060c \u0625\u0630\u0627 \u0648\u0627\u062c\u0647 \u0627\u0644\u0646\u0638\u0627\u0645 \u062d\u0627\u0644\u0629 &#8220;\u0628\u064a\u0646\u064a\u0629&#8221; (Borderline)\u060c \u0641\u0625\u0646\u0647 \u0644\u0627 \u064a\u062e\u0645\u0646\u060c \u0628\u0644 \u064a\u0642\u0648\u0645 \u0628\u062a\u0641\u0639\u064a\u0644 \u062e\u0627\u0635\u064a\u0629 &#8220;\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629&#8221; (Exception Review)\u060c \u062d\u064a\u062b \u064a\u0639\u0631\u0636 \u0635\u0648\u0631\u0629 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0645\u0634\u0643\u0648\u0643 \u0641\u064a\u0647 \u0639\u0644\u0649 \u0627\u0644\u0634\u0627\u0634\u0629 \u0644\u0644\u0645\u0635\u062d\u062d \u0627\u0644\u0628\u0634\u0631\u064a \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u060c \u0647\u0630\u0627 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0633\u0631\u0639\u0629 \u0627\u0644\u0622\u0644\u0629 \u0648\u062d\u0643\u0645\u0629 \u0627\u0644\u0625\u0646\u0633\u0627\u0646.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062a\u0635\u062d\u064a\u062d\u0627\u062a (Cross-outs): \u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646\u060c \u064a\u0638\u0644\u0644 \u0627\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 (\u0623)\u060c \u062b\u0645 \u064a\u062f\u0631\u0643 \u062e\u0637\u0623\u0647\u060c \u0641\u064a\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 (X) \u0639\u0644\u064a\u0647\u0627 \u0648\u064a\u0638\u0644\u0644 (\u0628). \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u063a\u064a\u0631 \u0645\u062f\u0631\u0643\u0629 \u0648\u063a\u064a\u0631 \u0645\u062f\u0631\u0628\u0629 \u0639\u0644\u064a \u062a\u0644\u0643 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0633\u062a\u0642\u0631\u0623 \u0647\u0630\u0627 \u0643\u0640 &#8220;\u0625\u062c\u0627\u0628\u062a\u064a\u0646&#8221; (Double Mark) \u0648\u062a\u062d\u0633\u0628\u0647\u0627 \u0635\u0641\u0631\u0627\u064b\u060c \u0623\u0645\u0627 \u0631\u064a\u0645\u0627\u0631\u0643\u060c \u0628\u0641\u0636\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u064a\u0645\u0643\u0646 \u062a\u062f\u0631\u064a\u0628\u0647 \u0639\u0644\u0649 \u0627\u0639\u062a\u0628\u0627\u0631 \u0639\u0644\u0627\u0645\u0629 (X) \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0646\u0645\u0637\u0627\u064b \u0644\u0644\u0625\u0644\u063a\u0627\u0621\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0638\u0644\u0644\u0629 \u0627\u0644\u0623\u062e\u0631\u0649.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062c\u0627\u0647\u0644 &#8220;\u0627\u0644\u0636\u0648\u0636\u0627\u0621&#8221; (Noise Reduction): \u0642\u062f \u062a\u062a\u0633\u062e \u0627\u0644\u0648\u0631\u0642\u0629 \u0628\u0628\u0642\u0639 \u062d\u0628\u0631\u060c \u0623\u0648 \u062b\u0646\u064a\u0627\u062a\u060c \u0623\u0648 &#8220;\u0634\u062e\u0628\u0637\u0629&#8221; \u062e\u0627\u0631\u062c \u0627\u0644\u0625\u0637\u0627\u0631. \u062a\u0633\u062a\u0637\u064a\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0631\u064a\u0645\u0627\u0631\u0643 &#8220;\u062a\u0646\u0638\u064a\u0641&#8221; \u0627\u0644\u0635\u0648\u0631\u0647 \u0631\u0642\u0645\u064a\u0627\u064b \u0642\u0628\u0644 \u0642\u0631\u0627\u0621\u062a\u0647\u0627\u060c \u0648\u0639\u0632\u0644 \u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u062f\u0627\u062e\u0644 \u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0639\u0646 \u0623\u064a \u0636\u0648\u0636\u0627\u0621 \u0628\u0635\u0631\u064a\u0629 \u0645\u062d\u064a\u0637\u0647\u060c \u0645\u0645\u0627 \u064a\u0631\u0641\u0639 \u062f\u0642\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0634\u0643\u0644 \u0645\u0630\u0647\u0644.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%D9%84%D9%85%D8%A7%D8%B0%D8%A7_%D9%8A%D8%B9%D8%AF_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC_%D8%B1%D9%8A%D9%85%D8%A7%D8%B1%D9%83_%D8%A7%D9%84%D8%A3%D9%81%D8%B6%D9%84_%D9%81%D9%8A_%D8%A7%D9%84%D8%AA%D8%B5%D8%AD%D9%8A%D8%AD_%D8%A7%D9%84%D8%A2%D9%84%D9%8A_%D9%84%D9%84%D8%AC%D8%A7%D9%85%D8%B9%D8%A7%D8%AA_%D9%81%D9%8A_%D8%A7%D9%84%D8%B4%D8%B1%D9%82_%D8%A7%D9%84%D8%A7%D9%88%D8%B3%D8%B7%D8%9F\"><\/span><strong>\u0644\u0645\u0627\u0630\u0627 \u064a\u0639\u062f \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0627\u0648\u0633\u0637\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7046\" src=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/2-4.webp\" alt=\"\u062f\u0644\u064a\u0644 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\" width=\"1200\" height=\"628\" srcset=\"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/2-4.webp 1200w, https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/2-4-300x157.webp 300w, https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/2-4-1024x536.webp 1024w, https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-content\/uploads\/2026\/02\/2-4-768x402.webp 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0627\u0643\u062a\u0633\u0628 <a href=\"https:\/\/remarkomrsoftware.com\/ar\/\">\u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643<\/a> \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0633\u0645\u0639\u0629 \u0644\u0627 \u062a\u0636\u0627\u0647\u0649 \u0641\u064a \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0627\u0644\u062e\u0644\u064a\u062c\u064a\u0629\u060c \u0644\u064a\u0633 \u0641\u0642\u0637 \u0644\u0642\u0648\u062a\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0628\u0644 \u0648\u0645\u0644\u0627\u0621\u0645\u062a\u0647 \u0644\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629: \u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u062f\u0639\u0645\u0627\u064b \u0643\u0627\u0645\u0644\u0627\u064b \u0641\u064a \u0627\u0644\u0648\u0627\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0643\u0648\u0627\u062f\u0631 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647 \u062f\u0648\u0646 \u062d\u0627\u062c\u0632 \u0644\u063a\u0648\u064a\u060c \u0643\u0645\u0627 \u064a\u062a\u0639\u0627\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0639 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0648\u0627\u0644\u0647\u0646\u062f\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062d\u0631\u0631 \u0645\u0646 &#8220;\u0627\u062d\u062a\u0643\u0627\u0631&#8221; \u0627\u0644\u0648\u0631\u0642: \u0641\u064a \u0645\u0646\u0637\u0642\u062a\u0646\u0627\u060c \u062a\u0628\u062d\u062b \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u062f\u0627\u0626\u0645\u0627\u064b \u0639\u0646 \u062a\u0631\u0634\u064a\u062f \u0627\u0644\u0646\u0641\u0642\u0627\u062a\u060c \u0631\u064a\u0645\u0627\u0631\u0643 \u0647\u0648 \u0627\u0644\u062d\u0644 \u0627\u0644\u0648\u062d\u064a\u062f \u0627\u0644\u0630\u064a \u064a\u0633\u0645\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0631\u0642 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0639\u0627\u062f\u064a (A4) \u0627\u0644\u0645\u0637\u0628\u0648\u0639 \u062f\u0627\u062e\u0644 \u0627\u0644\u062c\u0627\u0645\u0639\u0629\u060c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0634\u0631\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0645\u0633\u062a\u0648\u0631\u062f\u0629 \u0628\u0627\u0647\u0638\u0629 \u0627\u0644\u062b\u0645\u0646 \u0648\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062f\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0627\u0633\u062d\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629: \u0644\u0627 \u064a\u0644\u0632\u0645 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0628\u0634\u0631\u0627\u0621 \u0623\u062c\u0647\u0632\u0629 \u0636\u062e\u0645\u0629\u060c \u0641\u0640 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0631\u064a\u0645\u0627\u0631\u0643 \u0642\u0648\u064a\u0629 \u0644\u062f\u0631\u062c\u0629 \u0623\u0646\u0647\u0627 \u062a\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0639 \u0627\u0644\u0645\u0627\u0633\u062d\u0627\u062a \u0627\u0644\u0636\u0648\u0626\u064a\u0629 \u0627\u0644\u0645\u0643\u062a\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0628\u0627\u0644\u0641\u0639\u0644 \u0641\u064a \u0627\u0644\u0643\u0644\u064a\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0623\u0633\u064a\u0633 \u0635\u0641\u0631\u0627\u064b \u062a\u0642\u0631\u064a\u0628\u0627\u064b\u060c \u0628\u0639\u062f \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0627\u0644\u062f\u0627\u0639\u0645\u0629 \u0644\u0644\u0627\u0639\u062a\u0645\u0627\u062f: \u062a\u062d\u062a\u0627\u062c \u062c\u0627\u0645\u0639\u0627\u062a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0628\u0634\u062f\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062f\u0639\u0645 \u0645\u0644\u0641\u0627\u062a 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\u0647\u064a\u0626\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0645\u062c\u0631\u062f \u062a\u0642\u0646\u064a\u0629 \u062a\u0631\u0641\u064a\u0647\u064a\u0629\u060c \u0628\u0644 \u0647\u0648 \u0623\u0633\u0627\u0633 \u0628\u0646\u0627\u0621 \u0645\u0646\u0638\u0648\u0645\u0629 \u062a\u0642\u064a\u064a\u0645 \u0639\u0627\u062f\u0644\u0629\u060c \u0633\u0631\u064a\u0639\u0629\u060c \u0648\u0645\u0648\u062b\u0648\u0642\u0629\u060c \u0643\u0645\u0627 \u0625\u0646 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 <a href=\"https:\/\/remarkomrsoftware.com\/ar\/\">\u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a<\/a> \u0645\u0646 \u0631\u064a\u0645\u0627\u0631\u0643 \u0647\u0648 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u060c \u064a\u0636\u0645\u0646 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u064a\u0648\u0641\u0631 \u0627\u0644\u0648\u0642\u062a \u0644\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629\u060c \u0648\u064a\u0631\u062a\u0642\u064a \u0628\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: center;\"><a class=\"maxbutton-11 maxbutton maxbutton-downlaod\" href=\"https:\/\/remarkomrsoftware.com\/ar\/\u0627\u0644\u062a\u0635\u062d\u064a\u062d-\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a-\u0631\u064a\u0645\u0627\u0631\u0643-\u0623\u0648\u0641\u064a\u0633\"><span class='mb-text'>\u0627\u0637\u0644\u0628 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0622\u0646 \u0645\u062c\u0627\u0646\u0627<\/span><\/a>\n<p style=\"text-align: center;\">\u0623\u0648<\/p>\n<p style=\"text-align: center;\"><a class=\"maxbutton-11 maxbutton maxbutton-downlaod\" href=\"https:\/\/remarkomrsoftware.com\/ar\/\u0628\u0631\u0646\u0627\u0645\u062c-\u0627\u0644\u062a\u0635\u062d\u064a\u062d-\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a-\u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a#divForm\"><span class='mb-text'>\u062d\u062c\u0632 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0627\u0644\u0623\u0646<\/span><\/a>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%D8%A3%D8%B3%D8%A6%D9%84%D8%A9_%D8%A7%D9%84%D8%B4%D8%A7%D8%A6%D8%B9%D8%A9\"><\/span><strong>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629:-<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%D9%87%D9%84_%D9%8A%D8%AA%D8%A3%D8%AB%D8%B1_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%A8%D8%B4%D9%83%D9%84_%D8%A7%D9%84%D8%AA%D8%B8%D9%84%D9%8A%D9%84_%D8%BA%D9%8A%D8%B1_%D8%A7%D9%84%D9%88%D8%A7%D8%B6%D8%AD%D8%9F\"><\/span><strong>\u0647\u0644 \u064a\u062a\u0623\u062b\u0631 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u0634\u0643\u0644 \u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u063a\u064a\u0631 \u0627\u0644\u0648\u0627\u0636\u062d\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0646\u0639\u0645\u060c \u064a\u062a\u0623\u062b\u0631\u060c \u0648\u0644\u0643\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629\u060c \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0631\u064a\u0645\u0627\u0631\u0643 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062e\u0627\u0635\u064a\u0629 &#8220;\u062d\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0642\u0631\u0627\u0621\u0629&#8221; (Read sensitivity). \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u0638\u0644\u064a\u0644 \u062e\u0641\u064a\u0641\u0627\u064b \u062c\u062f\u0627\u064b (\u0645\u062b\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0644\u0645 \u0631\u0635\u0627\u0635 H \u0628\u062f\u0644\u0627\u064b \u0645\u0646 HB)\u060c \u0642\u062f \u064a\u0639\u062a\u0628\u0631\u0647 \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u0631\u0627\u063a\u0627\u064b \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629\u060c \u0648\u0644\u0643\u0646 \u0645\u064a\u0632\u0629 \u0631\u064a\u0645\u0627\u0631\u0643 \u062a\u0643\u0645\u0646 \u0641\u064a \u062e\u0627\u0635\u064a\u0629 &#8220;\u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a&#8221;\u061b \u062d\u064a\u062b \u064a\u0642\u0648\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u062a\u0645\u064a\u064a\u0632 \u0623\u064a \u0625\u062c\u0627\u0628\u0629 \u0645\u0634\u0643\u0648\u0643 \u0641\u064a\u0647\u0627 \u0648\u0644\u0627 \u064a\u062a\u0631\u0643\u0647\u0627 \u0644\u0644\u0635\u062f\u0641\u0629\u060c \u0628\u0644 \u064a\u0648\u0642\u0641 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u062d\u0638\u064a\u0627\u064b (\u0623\u0648 \u064a\u0636\u0639 \u0639\u0644\u0627\u0645\u0629) \u0644\u064a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0645\u0635\u062d\u062d \u0627\u0644\u0628\u0634\u0631\u064a \u062a\u0623\u0643\u064a\u062f \u0645\u0627 \u064a\u0631\u0627\u0647 \u0639\u0644\u0649 \u0627\u0644\u0634\u0627\u0634\u0629\u060c \u0647\u0630\u0627 \u064a\u0636\u0645\u0646 \u0639\u062f\u0645 \u0636\u064a\u0627\u0639 \u062d\u0642 \u0623\u064a \u0637\u0627\u0644\u0628 \u0628\u0633\u0628\u0628 \u0633\u0648\u0621 \u0627\u0644\u062a\u0638\u0644\u064a\u0644.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%A7_%D9%86%D8%B3%D8%A8%D8%A9_%D8%AF%D9%82%D8%A9_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D9%81%D9%8A_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC_Remark%D8%9F\"><\/span><strong>\u0645\u0627 \u0646\u0633\u0628\u0629 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c Remark\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0635\u0644 \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c \u0631\u064a\u0645\u0627\u0631\u0643 \u0625\u0644\u0649 \u0645\u0627 \u064a\u0642\u0627\u0631\u0628 100% \u0628\u0634\u0631\u0637 \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d\u060c \u062d\u064a\u062b \u0623\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0635\u0645\u0645 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062e\u0637\u0623 \u0625\u0644\u0649 \u0627\u0644\u0635\u0641\u0631 \u062a\u0642\u0631\u064a\u0628\u0627\u060c. \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0646\u0627\u062f\u0631\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u062d\u062f\u062b \u062a\u0643\u0648\u0646 \u063a\u0627\u0644\u0628\u0627\u064b \u0628\u0633\u0628\u0628 \u062a\u0644\u0641 \u0641\u064a\u0632\u064a\u0627\u0626\u064a \u0634\u062f\u064a\u062f \u0641\u064a \u0627\u0644\u0648\u0631\u0642\u0629 \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0642\u0644\u0627\u0645 \u063a\u064a\u0631 \u0645\u0631\u0626\u064a\u0629 \u0644\u0644\u0645\u0627\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a\u060c \u0648\u062d\u062a\u0649 \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u064a\u062a\u0645 \u0627\u0643\u062a\u0634\u0627\u0641\u0647\u0627 \u0639\u0628\u0631 \u062a\u0642\u0627\u0631\u064a\u0631 &#8220;\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629&#8221; \u0642\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%87%D9%84_%D9%8A%D8%AD%D8%AA%D8%A7%D8%AC_%D8%A7%D9%84%D8%AA%D8%B9%D8%B1%D9%91%D9%81_%D8%B9%D9%84%D9%89_%D8%A7%D9%84%D8%A3%D9%86%D9%85%D8%A7%D8%B7_%D8%A5%D9%84%D9%89_%D8%A3%D9%88%D8%B1%D8%A7%D9%82_%D9%85%D8%AE%D8%B5%D8%B5%D8%A9%D8%9F\"><\/span><strong>\u0647\u0644 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0625\u0644\u0649 \u0623\u0648\u0631\u0627\u0642 \u0645\u062e\u0635\u0635\u0629\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0645\u062b\u0644 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0627\u0639\u062a\u064a\u0627\u062f\u064a\u0629 (Hardware OMR)\u060c \u0646\u0639\u0645\u060c \u0643\u0627\u0646\u062a \u0627\u0644\u0623\u0648\u0631\u0627\u0642 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&hellip;<\/p>\n","protected":false},"author":40,"featured_media":7048,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[123,118,40,131,70,7,126,117,58,127,129],"tags":[],"class_list":["post-7037","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-best-practices","category-using-remark-other","category-holidays-events","category-131","category-updates","category-omr","category-autograding","category-using-remark-education","category-remark-omr","category-remark-office-software","category-129"],"_links":{"self":[{"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/posts\/7037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/users\/40"}],"replies":[{"embeddable":true,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/comments?post=7037"}],"version-history":[{"count":6,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/posts\/7037\/revisions"}],"predecessor-version":[{"id":7050,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/posts\/7037\/revisions\/7050"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/media\/7048"}],"wp:attachment":[{"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/media?parent=7037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/categories?post=7037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/remarkomrsoftware.com\/ar\/blog\/wp-json\/wp\/v2\/tags?post=7037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}