{"id":1493,"date":"2021-01-21T01:43:37","date_gmt":"2021-01-21T01:43:37","guid":{"rendered":"https:\/\/superresolution.co\/%d8%aa%d8%ad%d8%b3%d9%8a%d9%86-%d8%ac%d9%88%d8%af%d8%a9-%d8%a7%d9%84%d8%b5%d9%88%d8%b1%d8%a9-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7\/"},"modified":"2024-07-27T08:14:59","modified_gmt":"2024-07-27T08:14:59","slug":"improving-photo-quality-using-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/superresolution.co\/ar\/improving-photo-quality-using-artificial-intelligence\/","title":{"rendered":"\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"

\u0645\u0642\u062f\u0645\u0629<\/h2>\n

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

\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0648\u0636\u0648\u062d\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0635\u0648\u0631\u0629. \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0643\u0628\u064a\u0631 \u0641\u064a \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062a\u0637\u0644\u0628 \u0623\u064a\u0636\u064b\u0627 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629.<\/p>\n

\u0637\u0631\u0642 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n

\u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0637\u0631\u0642 \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 (DCNN<\/strong>). \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0647\u064a \u0637\u0631\u064a\u0642\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0641\u064a\u0631\u0629 \u0645\u0646 \u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629.
\n\"\u062a\u062d\u0633\u064a\u0646\u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u0628\u0639\u0636 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0634\u0647\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u062a\u0634\u0645\u0644:<\/p>\n

    \n
  1. \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621: \u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0645\u064a\u0642\u0629.<\/li>\n
  2. \u0625\u0639\u0627\u062f\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0635\u0648\u0631\u0629: \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u064a\u062a\u0645 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u0639\u0627\u0645 \u0644\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u0634\u0631\u0637\u064a\u0629. \u062b\u0645 \u064a\u062a\u0645 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 (\u0627\u0644\u0645\u0645\u064a\u0650\u0651\u0632\u0627\u062a).<\/li>\n
  3. \u0637\u0631\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 MDGAN (\u0634\u0628\u0643\u0629 \u0627\u0644\u062e\u0635\u0648\u0645\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a) \u0623\u0648 SRGAN: \u062a\u0647\u062f\u0641 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u0642 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0632\u064a\u0627\u062f\u0629 \u062f\u0642\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0627\u062a MGGAN \u0623\u0648 SRGAN.<\/li>\n
  4. \u0637\u0631\u0642 SR-ResNet (\u0634\u0628\u0643\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0627\u0644\u062f\u0642\u0629<\/strong>) \u0648LapSRN: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u0642 \u0637\u0628\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u062a\u0623\u062b\u064a\u0631\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0646\u0627\u062a\u062c\u0629.<\/li>\n<\/ol>\n

    \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/p>\n

      \n
    1. \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0645\u064a\u0642\u0629: \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0645\u062b\u0644 GAN \u0648SRGAN \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629.<\/li>\n
    2. \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0635\u0648\u0631: \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0645\u062b\u0644 \u0627\u0644\u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0627\u0644\u0645\u0643\u0639\u0628 \u0627\u0644\u062b\u0646\u0627\u0626\u064a \u0648\u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0644\u0627\u0646\u0643\u0632\u0648\u0633 \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629.<\/li>\n
    3. \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0631\u0627\u0645\u062c \u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0635\u0648\u0631: \u0628\u0631\u0627\u0645\u062c \u0645\u062b\u0644 Adobe Photoshop \u0648Lightroom \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0631\u0634\u062d\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a.<\/li>\n
    4. \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a: \u062e\u062f\u0645\u0627\u062a \u0645\u062b\u0644 Let\u2019s Enhance \u0648DeepArt.io \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631.<\/li>\n<\/ol>\n

      \u0634\u0628\u0643\u0627\u062a GAN \u0648SRGAN \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629<\/h2>\n

      \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636. \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u0628\u0646\u0627\u0621 \u0635\u0648\u0631 \u0648\u0627\u0642\u0639\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0632\u064a\u062f SRGAN \u0645\u0646 \u0623\u0628\u0639\u0627\u062f \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u064a\u0636\u064a\u0641 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0644\u064a\u062f \u0635\u0648\u0631 \u062c\u062f\u064a\u062f\u0629 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u064a\u0633\u0627\u0639\u062f GAN \u0641\u064a \u0625\u0646\u062a\u0627\u062c \u0635\u0648\u0631 \u0630\u0627\u062a \u062c\u0648\u062f\u0629 \u0623\u0639\u0644\u0649. \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0647\u0645 \u062a\u062d\u0633\u064a\u0646 \u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0641\u064a \u0632\u064a\u0627\u062f\u0629 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0634\u0628\u0643\u0627\u062a GAN \u0648SRGAN \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0643\u0637\u0631\u0642 \u0634\u0647\u064a\u0631\u0629 \u0644\u0625\u0639\u0627\u062f\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629.<\/p>\n

      \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0647\u0630\u0647 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u062b\u0645 \u062a\u062d\u0627\u0648\u0644 \u062a\u0648\u0644\u064a\u062f \u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u062a\u0643\u0648\u0646 \u0634\u0628\u0643\u0627\u062a GAN \u0645\u0646 \u0645\u0648\u0644\u062f \u0648\u0645\u0645\u064a\u0650\u0651\u0632. \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0648\u0644\u062f \u0628\u0625\u0646\u062a\u0627\u062c \u0635\u0648\u0631 \u0628\u062c\u0648\u062f\u0629 \u0648\u0627\u0642\u0639\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u064a\u0632 \u0627\u0644\u0645\u0645\u064a\u0650\u0651\u0632 \u0628\u064a\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0630\u0644\u0643\u060c \u064a\u062d\u0635\u0644 \u0627\u0644\u0645\u0648\u0644\u062f \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0635\u0648\u0631\u0629 \u064a\u0645\u0643\u0646\u0647 \u0625\u0646\u062a\u0627\u062c\u0647\u0627 \u0648\u064a\u062d\u0633\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0629.<\/p>\n

      \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0639\u0646 \u062a\u0642\u0646\u064a\u0629<\/a> LPR \u0648ANPR\u061b \u0643\u0627\u0645\u064a\u0631\u0627 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635\u060c \u064a\u0645\u0643\u0646\u0643\u0645 \u0627\u0644\u0636\u063a\u0637 \u0647\u0646\u0627.<\/p>\n

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        \n
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          \u0628\u0631\u0646\u0627\u0645\u062c Lightroom:<\/h3>\n

          Lightroom \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0644\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0635\u0648\u0631 \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 Adobe. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0634\u0643\u0644 \u0631\u0626\u064a\u0633\u064a \u0644\u062a\u062d\u0631\u064a\u0631 \u0648\u0625\u062f\u0627\u0631\u0629 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u0629. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Lightroom\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0648\u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0625\u0644\u062e\u060c \u0645\u0646 \u0635\u0648\u0631\u0643 \u0648\u0623\u064a\u0636\u064b\u0627 \u062a\u0646\u0638\u064a\u0645\u0647\u0627 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627. \u064a\u0648\u0641\u0631 Lightroom \u0623\u064a\u0636\u064b\u0627 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0631\u0634\u062d\u0627\u062a\u060c \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u064a\u062f\u0648\u064a\u0629\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0623\u062e\u0631\u0649.<\/p>\n

          \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/p>\n

          let\u2019s Enhance \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/h3>\n

          let\u2019s Enhance \u0647\u0648 \u0645\u0646\u0635\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u062a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0635\u0648\u0631\u0647\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u062a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0642\u0639 \u0645\u062c\u0627\u0646\u064b\u0627 \u0648\u064a\u0642\u062f\u0645 \u0623\u064a\u0636\u064b\u0627 \u062e\u062f\u0645\u0627\u062a \u0645\u062f\u0641\u0648\u0639\u0629. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631 \u0645\u062b\u0644 \u0635\u0648\u0631 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0627\u0644\u0635\u0648\u0631 \u0628\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062b\u0644 JPG \u0648PNG. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0631\u0641\u0639 \u062c\u0648\u062f\u0629 \u0635\u0648\u0631\u0647\u0645 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0623\u0639\u0644\u0649.<\/p>\n

          \u0645\u0648\u0642\u0639 DeepArt:<\/h3>\n

          \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0635\u0648\u0631\u0643\u060c \u0642\u0645 \u0628\u0632\u064a\u0627\u0631\u0629 \u0645\u0648\u0642\u0639 DeepArt.io \u0648\u062d\u062f\u062f \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u0629 \u0645\u0646 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0623\u0648 \u062c\u0647\u0627\u0632\u0643 \u0627\u0644\u0645\u062d\u0645\u0648\u0644. \u0627\u062e\u062a\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0645\u0641\u0636\u0644\u0629 \u0644\u062f\u064a\u0643 \u0645\u0646 \u0628\u064a\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u0627\u0644\u0641\u0646\u0627\u0646\u064a\u0646\u060c \u0627\u0644\u0645\u0631\u0634\u062d\u0627\u062a\u060c \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0634\u062e\u0635\u064a\u0629\u060c \u0627\u0644\u0645\u0646\u0627\u0638\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0632\u064a\u062f. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u0642\u0645 \u0628\u0636\u0628\u0637 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062d\u062c\u0645 \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629\u060c \u0648\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u0628\u0627\u0644\u0646\u0642\u0631 \u0639\u0644\u0649 \u0632\u0631 “\u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0635\u0648\u0631\u0629”\u060c \u064a\u0645\u0643\u0646\u0643 \u062d\u0641\u0638 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n

          \u0643\u0644\u0645\u0629 \u0623\u062e\u064a\u0631\u0629 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/span><\/span><\/h2>\n
          \n
          \n
          \n
          \n

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\u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 […]<\/p>\n","protected":false},"author":1,"featured_media":1098,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[33],"tags":[],"class_list":["post-1493","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-33"],"yoast_head":"\n\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a - Superresolution<\/title>\n<meta name=\"description\" content=\"\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0634\u0645\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0636\u0648\u062d \u0648\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/superresolution.co\/ar\/improving-photo-quality-using-artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 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