\u0645\u0646\u0627\u0642\u0634\u0629 \u0623\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u2013 \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u00a0 \u0644\u0644\u0637\u0627\u0644\u0628\u0629 \u0638\u0641\u0631 \u0633\u0627\u0645\u064a \u062d\u0645\u0627\u062f\u064a \u062d\u0645\u062f\u0648\u0646<\/p>\n
\u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0642\u0627\u0639\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0628\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645\u00a0 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0628\u062a\u0627\u0631\u064a\u062e\u00a0 9\/ 9\/\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 2026<\/p>\n
\u0623\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647\u00a0 \u0628\u0639\u0646\u0648\u0627\u0646 :-<\/p>\n
” \u062f\u0645\u062c \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0627\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u062f\u0627\u0626\u0631\u064a \u0645\u0646 \u0627\u062c\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645:\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0646\u0641\u0627\u064a\u0627\u062a”<\/strong><\/p>\n \u0644\u0644\u0637\u0627\u0644\u0628\u0629 ” \u0638\u0641\u0631 \u0633\u0627\u0645\u064a \u062d\u0645\u0627\u062f\u064a \u062d\u0645\u062f\u0648\u0646 ”<\/p>\n \u0648\u0628\u0625\u0634\u0631\u0627\u0641: \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u00a0\u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f \u0627\u0644\u0644\u0647<\/p>\n \u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u0627\u0637\u0631\u0648\u062d\u0629 :\u00a0 \u0628\u0646\u0627\u0621 \u0646\u0638\u0627\u0645 \u0641\u064a\u0632\u064a\u0627\u0626\u064a \u0645\u062a\u0643\u0627\u0645\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a (RT-EdgeAIoT) \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0641\u0631\u0632 \u0627\u0644\u0646\u0641\u0627\u064a\u0627\u062a \u0627\u0644\u0635\u0644\u0628\u0629\u060c \u064a\u062f\u0645\u062c \u0628\u064a\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0623\u0646\u0638\u0645\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0644\u062e\u062f\u0645\u0629 \u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u062f\u0627\u0626\u0631\u064a \u0648\u062a\u062d\u0642\u064a\u0642 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645.<\/p>\n \u062a\u0637\u0631\u0642\u062a \u0627\u0644\u0627\u0637\u0631\u0648\u062d\u0629 \u0627\u0644\u0649\u00a0 : \u0627\u0628\u062a\u0643\u0627\u0631 \u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0634\u0628\u0643\u0629 \u0639\u0635\u0628\u064a\u0629 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 (DH-DYOLOP) \u0645\u0648\u062c\u0647\u0629 \u0628\u062f\u0627\u0644\u0629 \u0641\u0642\u062f \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 (DACAL)\u060c \u0648\u062a\u0637\u0648\u064a\u0631 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0627\u0645\u0644\u0629 (USWDD-16) \u062a\u0635\u0646\u0641 \u0627\u0644\u0646\u0641\u0627\u064a\u0627\u062a \u0625\u0644\u0649 16 \u0641\u0626\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u0648\u0638\u064a\u0641 \u0648\u062d\u062f\u0629 \u0645\u0646\u0637\u0642 \u0636\u0628\u0627\u0628\u064a (Fuzzy Logic) \u0644\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u064a \u0628\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0641\u0631\u0632 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 (Raspberry Pi 4).<\/p>\n \u0648\u0647\u062f\u0641\u062a \u0627\u0644\u0627\u0637\u0631\u0648\u062d\u0629 \u0625\u0644\u0649 :\u00a0\u00a0 \u062a\u062d\u0642\u064a\u0642 \u0641\u0631\u0632 \u0622\u0644\u064a \u062f\u0642\u064a\u0642 \u0648\u0641\u0648\u0631\u064a \u0644\u0644\u0646\u0641\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0648\u0627\u0644\u062e\u0637\u0631\u0629 \u0636\u0645\u0646 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0645\u0642\u064a\u062f\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u062d\u0633\u0627\u0628\u064a \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0644\u062a\u0642\u062f\u064a\u0645 \u062d\u0644 \u062a\u0637\u0628\u064a\u0642\u064a \u064a\u0639\u0632\u0632 \u0645\u0646 \u0646\u0642\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u062f\u0648\u064a\u0631 \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0645\u062f\u0646 \u0627\u0644\u0630\u0643\u064a\u0629.<\/p>\n \u0648\u062a\u062d\u0642\u0642 \u0647\u0630\u0647 \u0627\u0644\u0627\u0637\u0631\u0648\u062d\u0629 \u0627\u0647\u062f\u0627\u0641 \u0627\u0644\u062a\u0646\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:-<\/p>\n 1 \u0627\u0644\u0647\u062f\u0641 3: \u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u062c\u064a\u062f\u0629 \u0648\u0627\u0644\u0631\u0641\u0627\u0647<\/p>\n 2 \u0627\u0644\u0647\u062f\u0641 9: \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629<\/p>\n 3 \u0627\u0644\u0647\u062f\u0641 11: \u0645\u062f\u0646 \u0648\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0645\u062d\u0644\u064a\u0629 \u0645\u0633\u062a\u062f\u0627\u0645\u0629<\/p>\n 4 \u0627\u0644\u0647\u062f\u0641 12: \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0627\u0646<\/p>\n 5 \u0627\u0644\u0647\u062f\u0641 13: \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0646\u0627\u062e\u064a<\/p>\n \u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 :<\/p>\n \u0623.\u062f.\u0628\u064a\u062f\u0627\u0621 \u0627\u0628\u0631\u0627\u0647\u064a\u0645 \u062e\u0644\u064a\u0644 (\u0631\u0626\u064a\u0633\u0627)<\/p>\n \u0623.\u062f.\u0633\u062c\u0649 \u062c\u0627\u0633\u0645 \u0645\u062d\u0645\u062f (\u0639\u0636\u0648\u0627)<\/p>\n \u0623.\u0645.\u062f. \u0628\u0627\u0633\u0645 \u0645\u062d\u0645\u062f \u0645\u062d\u0645\u0648\u062f (\u0639\u0636\u0648\u0627)<\/p>\n \u0623.\u0645.\u062f.\u0645\u064a\u0648\u0627\u0646 \u0628\u0647\u062c\u062a \u0639\u0628\u062f\u0627\u0644\u0631\u0632\u0627\u0642( \u0639\u0636\u0648\u0627 )<\/p>\n \u0623.\u0645.\u062f.\u0627\u0634\u0631\u0641 \u0639\u0628\u062f\u0627\u0644\u0645\u0646\u0639\u0645 \u0639\u0628\u062f \u0627\u0644\u0645\u062c\u064a\u062f (\u0639\u0636\u0648\u0627 )<\/p>\n \u0623.\u062f \u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 (\u0639\u0636\u0648\u0627 \u0648\u0645\u0634\u0631\u0641\u0627)<\/p>\n\n\t\t