{"id":37247,"date":"2026-05-25T13:17:30","date_gmt":"2026-05-25T13:17:30","guid":{"rendered":"https:\/\/aisuperior.com\/?p=37247"},"modified":"2026-05-25T13:17:30","modified_gmt":"2026-05-25T13:17:30","slug":"machine-learning-in-app-development","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/machine-learning-in-app-development\/","title":{"rendered":"\u062f\u0644\u064a\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a: 2026"},"content":{"rendered":"<p><b>\u0645\u0644\u062e\u0635 \u0633\u0631\u064a\u0639:<\/b><span style=\"font-weight: 400;\"> \u064a\u064f\u062d\u062f\u062b \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0646\u0642\u0644\u0629 \u0646\u0648\u0639\u064a\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 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\u0623\u0648 \u0627\u0644\u062a\u0631\u0634\u064a\u062d \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 (\u0645\u0637\u0627\u0628\u0642\u0629 \u0633\u0645\u0627\u062a \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0645\u0639 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645). \u0648\u062a\u062c\u0645\u0639 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0628\u064a\u0646 \u0643\u0644\u0627 \u0627\u0644\u0646\u0647\u062c\u064a\u0646.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0646\u0628\u0623 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0628\u0623\u0646\u0645\u0627\u0637 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\u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u062e\u062f\u0645 Waze \u0645\u0646\u0635\u0629 TensorFlow Extended (TFX) \u0639\u0644\u0649 Vertex AI \u0644\u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u062a\u0646\u0628\u0623 \u0628\u0623\u0646\u0645\u0627\u0637 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u062a\u062d\u0633\u0646 \u0627\u0644\u062a\u0648\u062c\u064a\u0647. \u0648\u064a\u0639\u0637\u064a \u0646\u0638\u0627\u0645\u0647\u0645 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u0628\u0633\u0627\u0637\u0629 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0622\u0644\u064a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u0648\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0628\u062a\u062d\u0644\u064a\u0644 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0646\u0648\u0627\u064a\u0627\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u0648\u0642\u062f \u062d\u0642\u0642\u062a \u0646\u0645\u0627\u0630\u062c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u062f\u0642\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0644\u063a\u062a 92% \u0639\u0644\u0649 \u0645\u0631\u0627\u062c\u0639\u0627\u062a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062c\u0648\u0627\u0644\u060c \u062d\u064a\u062b \u062d\u0642\u0642\u062a \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 LSTM \u062f\u0642\u0629 \u062a\u062f\u0631\u064a\u0628 \u0639\u0627\u0644\u064a\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0628\u062d\u062b \u0623\u062c\u0631\u0627\u0647 \u0645\u0639\u0647\u062f \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0633\u0648\u0645\u0637\u0631\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0646\u0635\u0648\u0635 \u0628\u0623\u0637\u0648\u0627\u0644 \u062a\u0633\u0644\u0633\u0644 \u0642\u0635\u0648\u0649 \u062a\u0628\u0644\u063a 100 \u0643\u0644\u0645\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0634\u063a\u0651\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0645\u064a\u0632\u0627\u062a \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0647\u0648\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0648\u062c\u0647 \u0625\u0644\u0649 \u0645\u0633\u062d \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a. \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u062d\u062f\u062f \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0623\u0648 \u0627\u0644\u0646\u0635\u0648\u0635 \u0623\u0648 \u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 Core ML \u0645\u0646 Apple \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0645\u0633\u062a\u0641\u064a\u062f\u0629\u064b \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0627\u062a Apple Silicon \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u0637\u0627\u0642\u0629. \u0648\u064a\u062a\u0648\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0635\u0648\u0631 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-37248  aligncenter\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image1-1-16.avif\" alt=\"\u0623\u0631\u0628\u0639 \u0642\u062f\u0631\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u0645 \u0646\u0634\u0631\u0647\u0627 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0648\u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629\u060c \u0645\u0639 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u0646 \u0627\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.\" width=\"557\" height=\"471\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image1-1-16.avif 1161w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image1-1-16-300x254.avif 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image1-1-16-1024x866.avif 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image1-1-16-768x650.avif 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image1-1-16-14x12.avif 14w\" sizes=\"(max-width: 557px) 100vw, 557px\" \/><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-35586\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/Superior.webp\" alt=\"\" width=\"434\" height=\"116\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/Superior.webp 434w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/Superior-300x80.webp 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/Superior-18x5.webp 18w\" sizes=\"(max-width: 434px) 100vw, 434px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">\u0642\u0645 \u0628\u0628\u0646\u0627\u0621 \u0645\u064a\u0632\u0627\u062a \u062a\u0637\u0628\u064a\u0642 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0641\u0648\u0642<\/span><\/h2>\n<p><a href=\"https:\/\/aisuperior.com\/ar\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u0645\u062a\u0641\u0648\u0642\u0629 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\u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u0648\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062f\u0639\u0645 \u0647\u0630\u0627 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635\u060c \u0648\u0627\u0644\u062a\u0646\u0628\u0624\u060c \u0623\u0648 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0623\u0648 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0647\u0644 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0643\u061f<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f\u0643 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0641\u0648\u0642\u0629 \u0641\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0646\u0627\u0621 \u0645\u064a\u0632\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u0646\u0634\u0627\u0621 \u0623\u062f\u0648\u0627\u062a \u062a\u0646\u0628\u0624\u064a\u0629 \u0623\u0648 \u0623\u062f\u0648\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u062b\u0628\u0627\u062a \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0623\u0648 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0645\u0646 \u0627\u0644\u0645\u0646\u062a\u062c \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0628\u064a\u0642<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0631\u0628\u0637 \u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udc49 <\/span><a href=\"https:\/\/aisuperior.com\/ar\/contact\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0634\u0631\u0643\u0629 AI Superior<\/span><\/a><span style=\"font-weight: 400;\"> \u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0634\u0631\u0648\u0639\u0643.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0623\u0637\u0631 \u0639\u0645\u0644 \u0648\u0623\u062f\u0648\u0627\u062a \u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0648\u0641\u0631 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0625\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0648\u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u060c \u0648\u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0646\u0634\u0631.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646 \u0622\u0628\u0644<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 \u0634\u0631\u0643\u0629 \u0622\u0628\u0644 \u062b\u0644\u0627\u062b\u0629 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u062a\u0631\u0627\u0628\u0637\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a iOS \u0648 iPadOS \u0648 macOS.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062f\u0645\u062c Core ML \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632. \u0648\u0647\u0648 \u064a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0645\u0646 \u0645\u0635\u0646\u0641\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0645\u0633\u062a\u0641\u064a\u062f\u064b\u0627 \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0627\u062a Apple Silicon \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0637\u0627\u0642\u0629 \u0625\u0644\u0649 \u0623\u062f\u0646\u0649 \u062d\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0648\u0635\u0648\u0644\u0627\u064b \u0645\u0628\u0627\u0634\u0631\u0627\u064b \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0645\u0648\u062c\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0648\u0627\u0644\u0630\u064a \u064a\u0645\u062b\u0644 \u062c\u0648\u0647\u0631 \u062a\u0642\u0646\u064a\u0629 Apple Intelligence. \u0648\u0628\u0641\u0636\u0644 \u062f\u0639\u0645 Swift \u0627\u0644\u0623\u0635\u0644\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062b\u0644\u0627\u062b\u0629 \u0623\u0633\u0637\u0631 \u0628\u0631\u0645\u062c\u064a\u0629 \u0641\u0642\u0637\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0645\u064a\u0632\u0627\u062a \u0630\u0643\u064a\u0629 \u062a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u064a\u062d \u0645\u0646\u0635\u0629 Create ML \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0645\u062e\u0635\u0635\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 Swift \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0648\u0627\u0633\u0639\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0648\u064a\u062a\u0648\u0644\u0649 \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0645\u0631\u0626\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">PyTorch Executorch<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0648\u0633\u0651\u0639 ExecuTorch \u0646\u0637\u0627\u0642 PyTorch \u0644\u064a\u0634\u0645\u0644 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629. \u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u0648\u062b\u0627\u0626\u0642 PyTorch\u060c \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0646\u0642\u0644 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0648\u0628\u064a\u0626\u0629 \u062a\u0634\u063a\u064a\u0644 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 \u0645\u0639 \u062a\u0633\u0631\u064a\u0639 \u0643\u0627\u0645\u0644 \u0644\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0648\u0623\u062f\u0648\u0627\u062a PyTorch \u0645\u0623\u0644\u0648\u0641\u0629 \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u0623\u0644\u064a\u0641 \u0648\u062d\u062a\u0649 \u0627\u0644\u0646\u0634\u0631.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0639\u0645\u0644 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0630\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0641\u064a \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0648\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629. \u0648\u0642\u062f \u0623\u0646\u0634\u0623\u062a \u0634\u0631\u0643\u0629 Arm \u0645\u062e\u062a\u0628\u0631\u0627\u062a Jupyter \u0639\u0645\u0644\u064a\u0629 \u0644\u0639\u0631\u0636 \u062a\u0637\u0628\u064a\u0642 ExecuTorch \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0648\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0645\u0646 Arm.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">TensorFlow Lite<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u0642\u0648\u0645 TensorFlow Lite \u0628\u062a\u062d\u0648\u064a\u0644 \u0646\u0645\u0627\u0630\u062c TensorFlow \u0644\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629. \u0648\u064a\u0639\u0645\u0644 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0639\u0644\u0649 \u0636\u063a\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0642\u0627\u0645\u062a \u0634\u0631\u0643\u0629 Waze \u0628\u062a\u0637\u0628\u064a\u0642 TFX \u0645\u0639 Vertex AI \u0644\u0628\u0646\u0627\u0621 \u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627\u060c \u0645\u0639 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u0628\u0633\u0627\u0637\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629. \u0648\u062a\u062a\u0648\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0628\u0646\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u062a\u0647\u0627\u060c \u0648\u0646\u0634\u0631\u0647\u0627 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u064a\u062f\u0648\u064a\u0629 \u0644\u0644\u062e\u0648\u0627\u062f\u0645.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0646\u0638\u0627\u0645 \u0623\u0646\u062f\u0631\u0648\u064a\u062f<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646 \u062c\u0648\u062c\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 \u0623\u0646\u062f\u0631\u0648\u064a\u062f. \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0648\u062c\u0648\u0647\u060c \u0648\u0645\u0633\u062d \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0634\u0631\u064a\u0637\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0644\u063a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0648\u0646\u0645\u0627\u0630\u062c \u0633\u062d\u0627\u0628\u064a\u0629. \u062a\u0639\u0645\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u064b\u0627 \u062d\u0641\u0627\u0638\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u062f\u0642\u0629 \u0623\u0639\u0644\u0649 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/span><\/p>\n<table>\n<thead>\n<tr>\n<th><b>\u0646\u0637\u0627\u0642<\/b><\/th>\n<th><b>\u0645\u0646\u0635\u0629<\/b><\/th>\n<th><b>\u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/b><\/th>\n<th><b>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/b><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u0644<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 iOS\u060c \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 macOS<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u062a\u062d\u0633\u064a\u0646 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0623\u0628\u0644 \u0633\u064a\u0644\u064a\u0643\u0648\u0646<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0645\u0639 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0645\u0646 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0637\u0627\u0642\u0629<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0624\u0633\u0633\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 iOS\u060c \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 macOS<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u062a\u0643\u0627\u0645\u0644 Apple Intelligence<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0645\u064a\u0632\u0627\u062a \u0630\u0643\u064a\u0629 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 Swift \u0628\u062b\u0644\u0627\u062b\u0629 \u0623\u0633\u0637\u0631<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0625\u0643\u0633\u0643\u064a\u0648\u062a\u0631\u0634<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u062d\u0627\u0641\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0646\u0635\u0627\u062a<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0646\u0638\u0627\u0645 PyTorch \u0627\u0644\u0628\u064a\u0626\u064a<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0623\u062c\u0647\u0632\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">TensorFlow Lite<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0623\u0646\u062f\u0631\u0648\u064a\u062f\u060c iOS\u060c \u0645\u062f\u0645\u062c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0636\u063a\u0637 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062d\u062f\u0648\u062f \u0628\u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0645\u062c\u0645\u0648\u0639\u0629 ML<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0623\u0646\u062f\u0631\u0648\u064a\u062f\u060c iOS<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062c\u0627\u0647\u0632\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0628\u062f\u0648\u0646 \u062a\u062f\u0631\u064a\u0628<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-weight: 400;\">\u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642 \u0645\u062f\u0639\u0648\u0645 \u0628\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u0646\u0633\u064a\u0642 \u0623\u0639\u0645\u0627\u0644 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0639\u0627\u062f\u0629\u064b.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0648\u0628\u064a\u0627\u0646\u0627\u062a\u0647<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0628\u062f\u0623 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062d\u0642\u0642\u0647 \u0645\u0643\u0648\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u062a\u0642\u064a\u064a\u0645 \u0645\u062f\u0649 \u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0647\u0644 \u062a\u0648\u062c\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0627\u0631\u064a\u062e\u064a\u0629\u061f \u0647\u0644 \u062a\u0645 \u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d\u061f \u0645\u0627 \u0647\u0648 \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u062d\u062f\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0645\u0628\u0643\u0631\u0627\u064b. \u0644\u0646 \u064a\u0646\u062c\u062d \u062a\u062f\u0631\u064a\u0628 \u0645\u062d\u0631\u0643 \u062a\u0648\u0635\u064a\u0627\u062a \u0628\u062f\u0648\u0646 \u0633\u062c\u0644 \u0645\u0634\u062a\u0631\u064a\u0627\u062a \u0623\u0648 \u0628\u0646\u0627\u0621 \u0645\u0635\u0646\u0641 \u0644\u0644\u0645\u0634\u0627\u0639\u0631 \u0628\u062f\u0648\u0646 \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0645\u0635\u0646\u0641\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0623\u0646 \u0627\u0644\u0641\u0631\u0642 \u062a\u0642\u0636\u064a \u0648\u0642\u062a\u0627\u064b \u0637\u0648\u064a\u0644\u0627\u064b \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u062a\u064f\u0628\u064a\u0646 \u062f\u0631\u0627\u0633\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0623\u0646 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0637\u064a \u0627\u0644\u0623\u062d\u0631\u0641 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0635\u063a\u064a\u0631\u0629\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0628\u064a\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0637\u064a\u0629\u060c \u0648\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0648\u0627\u0644\u062a\u062c\u0630\u064a\u0631 \u0627\u0644\u0635\u0631\u0641\u064a\u060c \u062a\u064f\u062d\u0633\u0651\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u0635\u0646\u064a\u0641.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062e\u062a\u0627\u0631 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0646\u0648\u0639 \u0627\u0644\u0645\u0634\u0643\u0644\u0629. \u0642\u062f \u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629. \u0623\u0645\u0627 \u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0641\u0642\u062f \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062e\u0637\u064a\u0629 \u0623\u0648 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062d\u0642\u0642\u062a \u0646\u0645\u0627\u0630\u062c LSTM \u0623\u062f\u0627\u0621\u064b \u0645\u062a\u0645\u064a\u0632\u064b\u0627 \u0641\u064a \u0645\u0647\u0627\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u062d\u064a\u062b \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0634\u0627\u0639\u0631 \u0645\u0631\u0627\u062c\u0639\u0627\u062a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062c\u0648\u0627\u0644. \u0648\u0627\u0639\u062a\u0645\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0645\u064f\u0639\u0627\u0644\u062c\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0628\u062d\u062f \u0623\u0642\u0635\u0649 100 \u0643\u0644\u0645\u0629 \u0641\u064a \u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0643\u0631\u0631 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629. \u062a\u0642\u0648\u0645 \u0627\u0644\u0641\u0631\u0642 \u0628\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0641\u0627\u0626\u0642\u0629\u060c \u0648\u062a\u062c\u0631\u0628\u0629 \u0628\u0646\u0649 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0642\u0628\u0644 \u0648\u0636\u0639 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0628\u064a\u0646\u0645\u0627 \u064a\u0642\u0648\u0645 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0628\u0628\u0646\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0628\u0646\u064a\u062a\u0647 \u0627\u0644\u062a\u062d\u062a\u064a\u0629. \u0648\u0642\u062f \u0642\u062f\u0645\u062a \u0623\u0628\u062d\u0627\u062b \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0647\u0648\u0627 \u062a\u0634\u0648\u0646\u063a \u0644\u0644\u0639\u0644\u0648\u0645 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0623\u062f\u0627\u0629 DeclarUI\u060c \u0648\u0647\u064a \u0623\u062f\u0627\u0629 \u0622\u0644\u064a\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0643\u0648\u062f \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062a\u0635\u0631\u064a\u062d\u064a \u0645\u0646 \u0627\u0644\u062a\u0635\u0627\u0645\u064a\u0645.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062d\u0642\u0642 \u0646\u0638\u0627\u0645 DeclarUI \u0645\u0639\u062f\u0644 \u0646\u062c\u0627\u062d \u0641\u064a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0628\u0644\u063a 98% \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 React Native \u0645\u0639 \u062a\u063a\u0637\u064a\u0629 PTG (\u0645\u062e\u0637\u0637 \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0644\u0635\u0641\u062d\u0627\u062a) \u0628\u0644\u063a\u062a 96.8%. \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u064a\u0646 \u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0648\u064a\u064f\u062c\u0631\u064a \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0645\u062a\u0643\u0631\u0631\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0634\u0645\u0648\u0644\u064a\u0629 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0645 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u062f\u0644 \u0639\u0644\u0649 \u0642\u0627\u0628\u0644\u064a\u062a\u0647\u0627 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a \u0639\u0644\u0649 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u064a \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/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\u0645\u062f\u0631\u0628\u0629 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u064f\u062d\u0633\u0651\u0646\u0629 \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 Core ML \u0645\u0644\u0641\u0627\u062a \u0628\u0627\u0645\u062a\u062f\u0627\u062f .mlmodel\u060c \u0648\u064a\u0633\u062a\u062e\u062f\u0645 TensorFlow Lite \u0645\u0644\u0641\u0627\u062a \u0628\u0627\u0645\u062a\u062f\u0627\u062f .tflite\u060c \u0648\u064a\u0633\u062a\u062e\u062f\u0645 PyTorch \u0645\u0644\u0641\u0627\u062a \u0628\u0627\u0645\u062a\u062f\u0627\u062f .pt \u0623\u0648 .ptl.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0631\u0628\u0637 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0645\u0646\u0637\u0642 \u0627\u0644\u062a\u0637\u0628\u064a\u0642. \u0639\u0646\u062f\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u0628\u062f\u0621 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 - \u0643\u062a\u0627\u0628\u0629 \u0631\u0633\u0627\u0644\u0629\u060c \u0623\u0648 \u0627\u0644\u062a\u0642\u0627\u0637 \u0635\u0648\u0631\u0629\u060c \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u0628\u062d\u062b - \u064a\u0642\u0648\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0628\u062a\u0645\u0631\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0628\u0642\u064a \u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0646\u0641\u0633\u0647 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0633\u0631\u0639\u0629. \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0642\u062f\u0631\u0629 \u062d\u0633\u0627\u0628\u064a\u0629 \u0623\u0643\u0628\u0631\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062a\u0637\u0644\u0628 \u0627\u062a\u0635\u0627\u0644\u0627\u064b \u0628\u0627\u0644\u0634\u0628\u0643\u0629 \u0648\u064a\u064f\u0636\u064a\u0641 \u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/span><\/h3>\n<p><span style=\"font-weight: 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\u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0628\u0646\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u060c \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u062e\u0627\u062f\u0645\u060c \u0648\u062f\u0645\u062c \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c. \u062a\u064f\u0635\u0646\u0641 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0648\u0642\u062a \u0625\u0636\u0627\u0641\u064a \u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062f\u0645\u062c\u0647\u0627.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0634\u0645\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629. \u0648\u062a\u062e\u062a\u0644\u0641 \u0646\u0641\u0642\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0634\u0647\u0631\u064a\u0629 \u0627\u062e\u062a\u0644\u0627\u0641\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062d\u062c\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0642\u0644\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u064f\u062f\u0645\u062c \u0641\u064a \u0627\u0644\u062c\u0647\u0627\u0632 \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u062a\u0645 \u0645\u062d\u0644\u064a\u064b\u0627. \u0623\u0645\u0627 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0641\u064a\u062a\u0637\u0644\u0628 \u062e\u0648\u0627\u062f\u0645 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0641\u0642\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0623\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u064f\u062a\u064a\u062d \u0648\u0641\u0648\u0631\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/span><\/p>\n<table>\n<thead>\n<tr>\n<th><b>\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/b><\/th>\n<th><b>\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/b><\/th>\n<th><b>\u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u0632\u0645\u0646\u064a<\/b><\/th>\n<th><b>\u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/b><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0643\u0628\u064a\u0631<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0645\u0646 \u0623\u0633\u0628\u0648\u0639\u064a\u0646 \u0625\u0644\u0649 \u0623\u0631\u0628\u0639\u0629 \u0623\u0633\u0627\u0628\u064a\u0639<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a\u060c \u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u062a\u0643\u0644\u0641\u0629 \u0643\u0628\u064a\u0631\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">4-8 \u0623\u0633\u0627\u0628\u064a\u0639<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0647.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0643\u0628\u064a\u0631<\/span><\/td>\n<td><span style=\"font-weight: 400;\">6-12 \u0623\u0633\u0628\u0648\u0639\u064b\u0627<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\/\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629\u060c \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 (\u0634\u0647\u0631\u064a\u064b\u0627)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u064a\u062e\u062a\u0644\u0641 \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u062d\u062c\u0645<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0645\u0633\u062a\u0645\u0631<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-weight: 400;\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u062e\u062a\u0644\u0641 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0633\u064a\u0627\u0642 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0642\u0648\u0645 \u0645\u062d\u0631\u0643\u0627\u062a \u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0628\u062a\u062d\u0644\u064a\u0644 \u0633\u062c\u0644 \u0627\u0644\u062a\u0635\u0641\u062d\u060c \u0648\u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0625\u0644\u0649 \u0633\u0644\u0629 \u0627\u0644\u062a\u0633\u0648\u0642\u060c \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0634\u0631\u0627\u0621 \u0644\u0627\u0642\u062a\u0631\u0627\u062d \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u0646\u0627\u0633\u0628\u0629. \u064a\u062a\u064a\u062d \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629 \u0641\u064a \u0627\u0644\u0645\u062e\u0632\u0648\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0639\u062f\u0651\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0639\u064a\u0631 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style=\"font-weight: 400;\">\u062a\u062a\u0646\u0628\u0623 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0628\u0623\u0646\u0645\u0627\u0637 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u062a\u0642\u062a\u0631\u062d \u0623\u0641\u0636\u0644 \u0627\u0644\u0637\u0631\u0642. \u0648\u064a\u062a\u0639\u0627\u0645\u0644 \u062a\u0637\u0628\u064a\u0642 TFX \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 Waze \u0645\u0639 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a 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400;\">\u064a\u064f\u0636\u064a\u0641 \u062f\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u0639\u0642\u064a\u062f\u0627\u064b \u064a\u062a\u062c\u0627\u0648\u0632 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u060c \u062d\u064a\u062b \u062a\u0638\u0647\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0648\u0627\u0641\u0631\u0647\u0627<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0644\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u062c\u0648\u062f\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062c\u0648\u062f\u0629 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\u062d\u062a\u0645\u064a\u0629. \u062d\u062a\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u062a\u0641\u0634\u0644 \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0623\u0648 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0646\u0645\u0648\u0630\u062c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 LSTM \u064a\u062d\u0642\u0642 \u062f\u0642\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0628\u0644\u063a 92%\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0632\u0627\u0644 \u064a\u0635\u0646\u0641 8% \u0645\u0646 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0628\u0634\u0643\u0644 \u062e\u0627\u0637\u0626. \u062a\u062d\u062a\u0627\u062c \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0633\u0644\u0633\u0629 \u0644\u0644\u0623\u062e\u0637\u0627\u0621 \u0639\u0646\u062f \u062d\u062f\u0648\u062b \u062a\u0646\u0628\u0624\u0627\u062a \u062e\u0627\u0637\u0626\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0642\u064a\u0648\u062f \u0627\u0644\u062c\u0647\u0627\u0632<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0645\u062a\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0628\u0630\u0627\u0643\u0631\u0629 \u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0648\u0642\u062f\u0631\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0648\u0639\u0645\u0631 \u0628\u0637\u0627\u0631\u064a\u0629 \u0642\u0635\u064a\u0631. \u0623\u0645\u0627 \u0627\u0644\u0637\u0631\u0627\u0632\u0627\u062a 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400;\">\u062a\u0634\u064a\u0631 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0639\u0627\u0646\u064a \u0645\u0646 \u062f\u0648\u0631\u0627\u062a \u062a\u062d\u062f\u064a\u062b \u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0646\u0630\u0631 \u0628\u062a\u062d\u062f\u064a\u0627\u062a \u0641\u064a \u0635\u064a\u0627\u0646\u062a\u0647\u0627. \u062a\u062d\u062a\u0627\u062c \u0647\u0630\u0647 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u0644\u0649 \u0622\u0644\u064a\u0627\u062a \u0644\u0625\u0639\u0627\u062f\u0629 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c 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wp-image-37249 size-full\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image2-22.avif\" alt=\"\u062e\u0645\u0633\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0648\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0648\u0627\u062c\u0647\u0647\u0627 \u0627\u0644\u0641\u0631\u0642 \u0639\u0646\u062f \u062f\u0645\u062c \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0648\u0627\u0644\u0648\u064a\u0628.\" width=\"1366\" height=\"767\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image2-22.avif 1366w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image2-22-300x168.avif 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image2-22-1024x575.avif 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image2-22-768x431.avif 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/05\/image2-22-18x10.avif 18w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"font-weight: 400;\">\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062f\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u0646\u062c\u0627\u062d<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u0627\u0647\u0645 \u0628\u0639\u0636 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0646\u062a\u0627\u0626\u062c \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0628\u062f\u0623 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400;\">\u0623\u0639\u0637\u0650 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0643\u0644\u0645\u0627 \u0623\u0645\u0643\u0646 \u0630\u0644\u0643<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0623\u0648\u0642\u0627\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0633\u0631\u0639\u060c \u0648\u064a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u064a\u062d\u0645\u064a \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0648\u064a\u064f\u0638\u0647\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0645\u0646 Apple 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\u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0628\u0634\u0643\u0644 \u062e\u0627\u0637\u0626\u060c \u0641\u0627\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u064a\u062f\u0648\u064a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0645\u0634\u0647\u062f \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u0631 \u0645\u0639 \u0638\u0647\u0648\u0631 \u0642\u062f\u0631\u0627\u062a \u0648\u0623\u0637\u0631 \u0639\u0645\u0644 \u062c\u062f\u064a\u062f\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u062a\u064a\u062d \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0645\u0646 Apple \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u064a\u0632\u0627\u062a \u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0628\u0628\u0636\u0639\u0629 \u0623\u0633\u0637\u0631 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0641\u0642\u0637. \u0648\u0647\u0630\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u0643\u0627\u0646\u062a \u062a\u062a\u0637\u0644\u0628 \u0633\u0627\u0628\u0642\u064b\u0627 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u0641\u064a\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0636\u063a\u0637 \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0648\u062d\u062f<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u062f\u0631\u0651\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0648\u062d\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0628\u0631 \u0623\u062c\u0647\u0632\u0629 \u0644\u0627 \u0645\u0631\u0643\u0632\u064a\u0629 \u062f\u0648\u0646 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0645\u0631\u0643\u0632\u064a\u0627\u064b. \u064a\u064f\u062d\u0633\u0651\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0628\u0642\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0631\u0627\u0643\u0645 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u0647\u0645 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0633\u0627\u0633\u0629 \u0645\u062b\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u0629 \u0623\u0648 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u062b\u064a\u0631 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0643\u0632\u064a \u0645\u062e\u0627\u0648\u0641 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062e\u062a\u0627\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u0624\u062a\u0645\u062a\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a\u060c \u0648\u062a\u0636\u0628\u0637 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0641\u0627\u0626\u0642\u0629\u060c \u0648\u062a\u062d\u0633\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0623\u0642\u0644 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u062a\u062f\u062e\u0644 \u0627\u0644\u064a\u062f\u0648\u064a. \u0648\u064a\u064f\u0639\u062f\u0651 Create ML \u0645\u0646 Apple \u0645\u062b\u0627\u0644\u0627\u064b \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u062a\u0648\u062c\u0647\u060c \u0625\u0630 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u0631\u0626\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0645\u062a\u0639\u0645\u0642\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0639\u0648\u0627\u0626\u0642 \u0627\u0644\u062f\u062e\u0648\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0623\u0635\u063a\u0631 \u0628\u0625\u0636\u0627\u0641\u0629 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0648\u0638\u064a\u0641 \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629\u060c \u0645\u062b\u0644 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPUs) \u0648\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 (DSPs)\u060c \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629. \u0648\u064a\u0633\u062a\u0641\u064a\u062f \u0628\u0631\u0646\u0627\u0645\u062c ExecuTorch \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u062a\u0646\u0648\u0639 \u0641\u064a \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0628\u0646\u0649 \u0627\u0644\u0634\u0631\u0627\u0626\u062d.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u062a\u0637\u0648\u0631 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629. \u0641\u0645\u0627 \u0643\u0627\u0646 \u064a\u062a\u0637\u0644\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0642\u0628\u0644 \u0628\u0636\u0639 \u0633\u0646\u0648\u0627\u062a\u060c \u0623\u0635\u0628\u062d \u0627\u0644\u0622\u0646 \u064a\u064f\u0646\u0641\u0630 \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u0627\u062a\u0641.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0646\u0635\u0627\u062a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0645\u0643\u0651\u0646 \u0623\u064f\u0637\u0631 \u0639\u0645\u0644 \u0645\u062b\u0644 ExecuTorch \u0648TensorFlow Lite \u0645\u0646 \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u0639\u0628\u0631 \u0623\u0646\u0638\u0645\u0629 iOS \u0648Android \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629. \u0648\u0647\u0630\u0627 \u064a\u064f\u0642\u0644\u0644 \u0645\u0646 \u062c\u0647\u062f \u0627\u0644\u062a\u0637\u0648\u064a\u0631 - \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0648\u0627\u0644\u0646\u0634\u0631 \u0641\u064a \u0643\u0644 \u0645\u0643\u0627\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0638\u0647\u0631 \u0646\u062c\u0627\u062d \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 98% \u0641\u064a \u062a\u0648\u0644\u064a\u062f \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u0646 DeclarUI \u0623\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u062a\u0633\u062a\u0645\u0631 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0639\u0628\u0631 \u0633\u064a\u0631 \u0639\u0645\u0644 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u0627\u0644\u0643\u0627\u0645\u0644.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/span><\/h2>\n<div class=\"schema-faq-code\">\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u0646\u064a\u0627 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u062a\u0639\u0644\u0645 \u0622\u0644\u064a \u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0627\u061f<\/h3>\n<div>\n<p class=\"faq-a\">\u064a\u0639\u062a\u0645\u062f \u0630\u0644\u0643 \u0639\u0644\u0649 \u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0643\u0644\u0629\u060c \u0648\u0644\u0643\u0646 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u062a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0622\u0644\u0627\u0641 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0645\u0635\u0646\u0641\u0629. \u0642\u062f \u064a\u0643\u0641\u064a 1000 \u0625\u0644\u0649 5000 \u0645\u062b\u0627\u0644 \u0644\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0633\u064a\u0637. \u0623\u0645\u0627 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u0641\u062a\u062d\u062a\u0627\u062c \u0639\u0627\u062f\u0629\u064b \u0625\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 10000 \u0639\u064a\u0646\u0629. \u0627\u0633\u062a\u062e\u062f\u0645\u062a \u0623\u0628\u062d\u0627\u062b \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0646\u062a\u062c\u062a \u0641\u064a\u0647\u0627 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u062a\u0633\u0644\u0633\u0644\u0627\u062a \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 100 \u0643\u0644\u0645\u0629\u060c \u0648\u062d\u0642\u0642\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062f\u0642\u0629 92% \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d.<\/p>\n<\/div>\n<\/div>\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0643\u0645 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u064a\u0633\u062a\u063a\u0631\u0642 \u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642 \u0645\u062f\u0639\u0648\u0645 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u061f<\/h3>\n<div>\n<p class=\"faq-a\">\u064a\u0633\u062a\u063a\u0631\u0642 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642 \u0623\u0633\u0627\u0633\u064a \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646 3 \u0625\u0644\u0649 6 \u0623\u0634\u0647\u0631\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0641\u0643\u0631\u0629 \u0648\u062d\u062a\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0646 \u0623\u0633\u0628\u0648\u0639\u064a\u0646 \u0625\u0644\u0649 4 \u0623\u0633\u0627\u0628\u064a\u0639 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\u0634\u0647\u0631\u064b\u0627. \u0648\u0642\u062f \u0623\u0638\u0647\u0631\u062a \u0623\u0628\u062d\u0627\u062b DeclarUI \u0623\u0646 \u062a\u0648\u0644\u064a\u062f \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u064a\u064f\u0633\u0631\u0651\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0645\u062d\u0642\u0642\u064b\u0627 \u0645\u0639\u062f\u0644\u0627\u062a \u0646\u062c\u0627\u062d \u0641\u064a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0628\u0644\u063a\u062a 98% \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 React Native.<\/p>\n<\/div>\n<\/div>\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0647\u0644 \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0623\u0645 \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u061f<\/h3>\n<div>\n<p class=\"faq-a\">\u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0633\u0631\u0639\u060c \u0648\u0648\u0638\u0627\u0626\u0641 \u062a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u062e\u0635\u0648\u0635\u064a\u0629 \u0623\u0641\u0636\u0644\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u062d\u062f\u0651 \u0645\u0646 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0633\u0628\u0628 \u0642\u064a\u0648\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629. \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u0642\u0648\u0629 \u0648\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u0631\u0643\u0632\u064a\u0629\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u062a\u0637\u0644\u0628 \u0627\u062a\u0635\u0627\u0644\u0627\u064b \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u062a\u064f\u0636\u064a\u0641 \u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629. \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u0633\u0627\u0644\u064a\u0628 \u0647\u062c\u064a\u0646\u0629 - \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0633\u064a\u0637 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0648\u0645\u0647\u0627\u0645 \u0645\u0639\u0642\u062f\u0629 \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629. \u064a\u064f\u062d\u0633\u0651\u0646 \u0643\u0644 \u0645\u0646 Core ML \u0648ExecuTorch \u0645\u0646 Apple \u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062f\u0639\u0645 TensorFlow Lite \u0643\u0644\u0627 \u0627\u0644\u062e\u064a\u0627\u0631\u064a\u0646.<\/p>\n<\/div>\n<\/div>\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0645\u0627 \u0647\u0648 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u0641\u0634\u0644 \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u061f<\/h3>\n<div>\n<p class=\"faq-a\">\u062a\u064f\u0639\u062f\u0651 \u0631\u062f\u0627\u0621\u0629 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0633\u0628\u0628\u064b\u0627 \u0631\u0626\u064a\u0633\u064a\u064b\u0627 \u0644\u0644\u0641\u0634\u0644\u060c \u064a\u0641\u0648\u0642 \u0623\u064a \u0645\u0634\u0643\u0644\u0629 \u062a\u0642\u0646\u064a\u0629. \u0641\u0627\u0644\u0646\u0645\u0627\u0630\u062c 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From Apple&#8217;s Core ML and Foundation Models to PyTorch&#8217;s ExecuTorch for edge devices, developers now have powerful frameworks to integrate on-device ML models. Academic research shows 56,682 AI apps among 7.2 million mobile apps, with tools achieving [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":37066,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","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":"","ast-disable-related-posts":"","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":"var(--ast-global-color-4)","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":[1],"tags":[],"class_list":["post-37247","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning in App Development: 2026 Guide<\/title>\n<meta name=\"description\" content=\"Learn how machine learning transforms app development with frameworks, real-world examples, costs, and integration steps. 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