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<\/figure>\n\n\n\n\u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/h2>\n\n\n\n
\u062d\u062a\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0642\u062f \u062a\u0641\u0634\u0644 \u0625\u0630\u0627 \u062a\u0645 \u062a\u062c\u0627\u0647\u0644 \u0628\u0639\u0636 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629. \u0648\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u0638\u0647\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0644\u064a\u0633 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0628\u0644 \u0628\u0639\u062f \u062a\u0639\u0631\u064a\u0636 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629.<\/p>\n\n\n\n
\n- \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0648\u0627\u0642\u0639\u064a\u0629.<\/strong> \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0641\u0642\u0637 \u0639\u0644\u0649 \u0635\u0648\u0631 \u0646\u0642\u064a\u0629\u060c \u0630\u0627\u062a \u0625\u0636\u0627\u0621\u0629 \u062c\u064a\u062f\u0629\u060c \u0648\u0645\u0624\u0637\u0631\u0629 \u0628\u0634\u0643\u0644 \u0645\u062b\u0627\u0644\u064a\u060c \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u0625\u0630 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u062a\u0634\u0648\u064a\u0634 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u060c \u0648\u0636\u0628\u0627\u0628\u064a\u0629 \u0627\u0644\u062d\u0631\u0643\u0629\u060c \u0648\u0627\u0644\u0638\u0644\u0627\u0644\u060c \u0648\u0627\u0644\u062d\u062c\u0628 \u0627\u0644\u062c\u0632\u0626\u064a \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062f\u0642\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0625\u0630\u0627 \u0644\u0645 \u064a\u062a\u0645 \u062a\u0645\u062b\u064a\u0644\u0647\u0627 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/li>\n\n\n\n
- \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0631\u062f\u064a\u0626\u0629.<\/strong> \u062a\u064f\u0633\u0628\u0628 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0646\u0627\u0633\u0642\u0629\u060c \u0623\u0648 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u060c \u0623\u0648 \u0627\u0644\u062d\u062f\u0648\u062f \u063a\u064a\u0631 \u0627\u0644\u062f\u0642\u064a\u0642\u0629\u060c \u0627\u0631\u062a\u0628\u0627\u0643\u064b\u0627 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u0648\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u062a\u0641\u0648\u0642 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0635\u063a\u0631 \u0630\u0627\u062a \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0630\u0627\u062a \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n\n\n
- \u0645\u0639 \u062a\u062c\u0627\u0647\u0644 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629.<\/strong> \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u062a\u063a\u0627\u0636\u064a \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0646\u0627\u062f\u0631\u0629\u060c \u0623\u0648 \u0627\u0644\u0645\u0638\u0627\u0647\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0623\u0644\u0648\u0641\u0629 \u0644\u0644\u0623\u0634\u064a\u0627\u0621\u060c \u0623\u0648 \u0627\u0644\u062e\u0644\u0641\u064a\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629. \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u0623\u062e\u0637\u0631 \u0627\u0644\u0625\u062e\u0641\u0627\u0642\u0627\u062a \u0628\u0639\u062f \u0627\u0644\u0646\u0634\u0631.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0641\u0631\u0637 \u0644\u0644\u0645\u0639\u0627\u064a\u064a\u0631.<\/strong> \u0642\u062f \u064a\u0624\u062f\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621 \u062c\u064a\u062f \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0625\u0644\u0649 \u0634\u0639\u0648\u0631 \u0632\u0627\u0626\u0641 \u0628\u0627\u0644\u0646\u062c\u0627\u062d. \u0641\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0627 \u062a\u064f\u062a\u0631\u062c\u0645 \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0625\u0644\u0649 \u0623\u062f\u0627\u0621 \u0645\u0648\u062b\u0648\u0642 \u0628\u0647 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0623\u0648 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0645\u062c\u0627\u0644 \u0645\u0639\u064a\u0646.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0642\u0644\u064a\u0644 \u0645\u0646 \u0634\u0623\u0646 \u0638\u0631\u0648\u0641 \u0627\u0644\u0646\u0634\u0631.<\/strong> \u062a\u062a\u0635\u0631\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0634\u0643\u0644 \u0645\u062e\u062a\u0644\u0641 \u0628\u0645\u062c\u0631\u062f \u0646\u0634\u0631\u0647\u0627. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u064a \u062f\u0642\u0629 \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0648\u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0623\u0648 \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n\n\n\n
\u062a\u064f\u0628\u0646\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0646\u0627\u062c\u062d\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062d\u0644\u0642\u0627\u062a \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629 \u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0648\u0641\u062d\u0648\u0635\u0627\u062a \u0623\u062f\u0627\u0621 \u062f\u0648\u0631\u064a\u0629\u060c \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629. \u0625\u0646 \u0627\u0639\u062a\u0628\u0627\u0631 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0646\u0634\u0631 \u0639\u0645\u0644\u064a\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0648\u0644\u064a\u0633\u062a \u062e\u0637\u0648\u0629 \u0646\u0647\u0627\u0626\u064a\u0629 \u0647\u0648 \u0645\u0627 \u064a\u064f\u062d\u062f\u062b \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0646\u0645\u0648\u0630\u062c \u064a\u0628\u062f\u0648 \u062c\u064a\u062f\u064b\u0627 \u0646\u0638\u0631\u064a\u064b\u0627 \u0648\u0622\u062e\u0631 \u064a\u0639\u0645\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639.<\/p>\n\n\n\n
\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/h2>\n\n\n\n
\u0625\u0646\u0651 \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u064a\u0633 \u0636\u0631\u0628\u0627\u064b \u0645\u0646 \u0627\u0644\u0633\u062d\u0631\u060c \u0628\u0644 \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646\u0638\u0645\u0629 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631. \u0644\u0627 \u062a\u0641\u0647\u0645 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u0628\u0644 \u062a\u062a\u0639\u0644\u0645 \u0627\u0644\u0631\u0628\u0637 \u0628\u064a\u0646 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/p>\n\n\n\n
\u0625\u0646 \u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0642\u0648\u064a\u0629 \u0644\u064a\u0633 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0628\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062d\u064a\u0637 \u0628\u0647\u0627. \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645. \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062f\u0642\u064a\u0642.<\/p>\n\n\n\n
\u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u0636\u0627\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0639\u0646\u0627\u0635\u0631\u060c \u064a\u0635\u0628\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0623\u062f\u0627\u0629 \u0645\u0648\u062b\u0648\u0642\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0643\u0648\u0646\u0647 \u0645\u062c\u0631\u062f \u0639\u0631\u0636 \u062a\u062c\u0631\u064a\u0628\u064a \u0647\u0634. \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0639\u0645\u0644\u064a\u0627\u064b.<\/p>\n\n\n\n
\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n\u0645\u0627 \u0647\u0648 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u061f<\/strong> \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062a\u0639\u0644\u064a\u0645 \u0646\u0638\u0627\u0645 \u0645\u0627 \u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0623\u0648 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0648 \u0627\u0644\u0633\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0648\u0631. \u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0646\u0641\u0629\u060c \u0648\u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u0628\u0631\u0629 \u0644\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0627\u0644\u062a\u064a \u0644\u0645 \u064a\u0631\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644.<\/p> <\/div>
\u0643\u064a\u0641 \u062a\u062a\u0639\u0631\u0641 \u0627\u0644\u0622\u0644\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0644\u0627 \u062a\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u0628\u0634\u0631\u061f<\/strong> \u0644\u0627 \u062a\u0646\u0638\u0631 \u0627\u0644\u0622\u0644\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0643\u0623\u0634\u064a\u0627\u0621 \u0623\u0648 \u0645\u0634\u0627\u0647\u062f\u060c \u0628\u0644 \u062a\u0639\u0627\u0644\u062c\u0647\u0627 \u0643\u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0642\u0645\u064a\u0629 \u062a\u062a\u0643\u0648\u0646 \u0645\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u0643\u0633\u0644. \u0648\u062a\u062a\u0639\u0644\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0623\u0646\u0645\u0627\u0637\u064b\u0627 \u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u0645\u062b\u0644 \u0627\u0644\u062d\u0648\u0627\u0641 \u0648\u0627\u0644\u0646\u0633\u064a\u062c \u0648\u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u0648\u062a\u0631\u0628\u0637\u0647\u0627 \u0628\u0646\u062a\u0627\u0626\u062c \u0645\u0639\u0631\u0648\u0641\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/p> <\/div>
\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645\u061f<\/strong> \u064a\u0634\u064a\u0631 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0639\u0627\u062f\u0629\u064b \u0625\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0645\u062d\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0639\u0627\u0644\u064d. \u0623\u0645\u0627 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0641\u064a\u062a\u062c\u0627\u0648\u0632 \u0630\u0644\u0643 \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0627\u0642\u0639\u0647\u0627 \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0625\u062d\u0627\u0637\u0629. \u0648\u064a\u0636\u064a\u0641 \u0627\u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0625\u062f\u0631\u0627\u0643\u064b\u0627 \u0645\u0643\u0627\u0646\u064a\u064b\u0627 \u0644\u0627 \u064a\u0648\u0641\u0631\u0647 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0633\u064a\u0637.<\/p> <\/div>
\u0643\u064a\u0641 \u064a\u062e\u062a\u0644\u0641 \u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631 \u0639\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u061f<\/strong> \u062a\u064f\u062d\u062f\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u062d\u062f\u0648\u062f \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0645\u0633\u062a\u0637\u064a\u0644\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u064f\u0635\u0646\u0641 \u062a\u0642\u0646\u064a\u0629 \u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0628\u0643\u0633\u0644 \u0627\u0644\u0641\u0631\u062f\u064a\u0629. \u0648\u062a\u062a\u064a\u062d \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u062d\u062f\u0648\u062f\u064b\u0627 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629\u060c \u0648\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0623\u0648 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0645\u0647\u0645\u0629\u060c \u0643\u0645\u0627 \u0647\u0648 \u0627\u0644\u062d\u0627\u0644 \u0641\u064a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a \u0623\u0648 \u062a\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/p> <\/div>
\u0644\u0645\u0627\u0630\u0627 \u062a\u064f\u0639\u062f \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0647\u0645\u0629 \u062c\u062f\u064b\u0627 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u061f<\/strong> \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0625\u0644\u0627 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062a\u0644\u0642\u0627\u0647\u0627. \u0648\u062a\u0624\u062f\u064a \u0627\u0644\u0635\u0648\u0631 \u0630\u0627\u062a \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0631\u062f\u064a\u0626\u0629\u060c \u0623\u0648 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0642\u0629\u060c \u0623\u0648 \u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u063a\u064a\u0631 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0625\u0644\u0649 \u0636\u0639\u0641 \u0627\u0644\u0623\u062f\u0627\u0621. \u0648\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u0629 \u062c\u064a\u062f\u064b\u0627 \u062a\u0623\u062b\u064a\u0631 \u0623\u0643\u0628\u0631 \u0645\u0646 \u0628\u0646\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627.<\/p> <\/div>
\u0645\u0627 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u061f<\/strong> \u062a\u0639\u062a\u0645\u062f \u0643\u0645\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0647\u0645\u0629 \u0648\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0622\u0644\u0627\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0645 \u0627\u0644\u0643\u0634\u0641 \u0623\u0648 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0639\u062f\u062f\u064b\u0627 \u0623\u0643\u0628\u0631 \u0628\u0643\u062b\u064a\u0631. \u0648\u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0628\u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0627\u062a\u064a \u062a\u0642\u0644\u064a\u0644 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Image recognition sounds complex, but the core idea is surprisingly straightforward. A machine looks at images as data, learns patterns from examples, and uses that experience to recognize what it sees next time. The real work happens in how those examples are prepared, how the model learns from them, and how well that learning holds […]<\/p>\n","protected":false},"author":5,"featured_media":182561,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-182556","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
How Image Recognition Works in Machine Learning<\/title>\n<meta name=\"description\" content=\"A clear explanation of how image recognition works in machine learning, from raw pixels and data prep to model training and real-world use.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ar\/how-does-image-recognition-work-in-ml\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Image Recognition Works in Machine Learning\" \/>\n<meta property=\"og:description\" content=\"A clear explanation of how image recognition works in machine learning, from raw pixels and data prep to model training and real-world use.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ar\/how-does-image-recognition-work-in-ml\/\" \/>\n<meta property=\"og:site_name\" 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The model learns from labeled or unlabeled visual data and uses that experience to interpret new images it has not seen before.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027644238","position":2,"url":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027644238","name":"\u0643\u064a\u0641 \u062a\u062a\u0639\u0631\u0641 \u0627\u0644\u0622\u0644\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0644\u0627 \u062a\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u0628\u0634\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Machines do not see images as objects or scenes. They process images as numerical data made up of pixel values. Image recognition models learn patterns within those numbers, such as edges, textures, and shapes, and associate them with known outcomes through training.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027650928","position":3,"url":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027650928","name":"\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Image recognition usually refers to identifying what is present in an image, often at a high level. Object detection goes further by identifying individual objects and locating them within the image using bounding boxes. Detection adds spatial awareness that simple classification does not provide.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027659718","position":4,"url":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027659718","name":"\u0643\u064a\u0641 \u064a\u062e\u062a\u0644\u0641 \u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0635\u0648\u0631 \u0639\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Object detection outlines objects using rectangular boxes, while image segmentation labels individual pixels. Segmentation allows more precise boundaries and is used when exact shapes or regions matter, such as in medical imaging or satellite analysis.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027666633","position":5,"url":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027666633","name":"\u0644\u0645\u0627\u0630\u0627 \u062a\u064f\u0639\u062f \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0647\u0645\u0629 \u062c\u062f\u064b\u0627 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The model can only learn from the data it receives. Poor-quality images, inconsistent labels, or unrealistic training examples lead to weak performance. High-quality, well-annotated data usually has a greater impact than more complex model architectures.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027671958","position":6,"url":"https:\/\/flypix.ai\/how-does-image-recognition-work-in-ml\/#faq-question-1772027671958","name":"\u0645\u0627 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The amount of data depends on the complexity of the task and the model being used. Simple classification tasks may require thousands of images, while more complex detection or segmentation tasks can require significantly more. Transfer learning and self-supervised approaches can reduce data requirements.","inLanguage":"ar"},"inLanguage":"ar"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/182556","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/comments?post=182556"}],"version-history":[{"count":1,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/182556\/revisions"}],"predecessor-version":[{"id":182565,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/182556\/revisions\/182565"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media\/182561"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media?parent=182556"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/categories?post=182556"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/tags?post=182556"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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