![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/3-4-1024x576.jpg\")
<\/figure>\n\n\n\n\u0645\u0627 \u0647\u0648 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u061f<\/h2>\n\n\n\n
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\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/h3>\n\n\n\n
\u062a\u0639\u0645\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062a\u0645 \u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647\u0627 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629. \u062a\u062a\u0628\u0639 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0627\u062f\u0629\u064b \u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a:<\/p>\n\n\n\n
- \n
- \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631<\/strong> \u2013 \u062a\u0628\u062f\u0623 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u0627\u0644\u062a\u0642\u0627\u0637 \u0635\u0648\u0631\u0629 \u0623\u0648 \u062a\u062d\u0645\u064a\u0644\u0647\u0627 \u0645\u0646 \u0645\u0635\u062f\u0631 \u0631\u0642\u0645\u064a \u0645\u062b\u0644 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0623\u0648 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0623\u0648 \u0645\u0627\u0633\u062d \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/strong> - \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u062e\u0627\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0636\u0628\u0637 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0636\u0648\u0636\u0627\u0621\u060c \u0648\u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0623\u0648 \u062a\u0637\u0628\u064a\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0644\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0623\u0645\u062b\u0644.<\/li>\n\n\n\n
- \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong> \u2013 \u064a\u0642\u0648\u0645 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u0645\u0644\u0645\u0633 \u0648\u0627\u0644\u062d\u0648\u0627\u0641\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u0639\u0646\u0649 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641<\/strong> \u2013 \u064a\u062a\u0645 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0641\u064a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u0645\u062f\u0631\u0628 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u0627\u0626\u0646\u0627\u062a \u0623\u0648 \u0646\u0635\u0648\u0635 \u0623\u0648 \u0648\u062c\u0648\u0647 \u0645\u0639\u064a\u0646\u0629. \u064a\u062a\u0646\u0628\u0623 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0644\u0641\u0626\u0627\u062a \u0623\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629.<\/li>\n\n\n\n
- \u0645\u0631\u062d\u0644\u0629 \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u0624\u0649<\/strong> - \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u062a\u0646\u0642\u064a\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0627\u0644\u062e\u0627\u0637\u0626\u0629\u060c \u0648\u062a\u0646\u0638\u064a\u0645 \u0631\u0624\u0649 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/li>\n<\/ol>\n\n\n\n
\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u062d\u064a\u062b \u062a\u0639\u0645\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0645\u0633\u0631\u0639\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0631\u064a\u0639 \u062f\u0648\u0646 \u0625\u062b\u0642\u0627\u0644 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629.<\/p>\n\n\n\n
\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/h2>\n\n\n\n
\u062a\u0624\u062f\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641\u060c \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a. \u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n
1. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a<\/h3>\n\n\n\n
\u064a\u062d\u062f\u062f \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u064a\u062d\u062f\u062f \u0645\u0648\u0642\u0639 \u0643\u0627\u0626\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0635\u0648\u0631\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062b\u0644 YOLO (You Only Look Once) \u0648SSD (Single Shot Detector) \u0648Faster R-CNN (Region-based Convolutional Neural Networks) \u0628\u0634\u0643\u0644 \u0634\u0627\u0626\u0639 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u062d\u064a\u0648\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n
2. \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647<\/h3>\n\n\n\n
\u062a\u0643\u062a\u0634\u0641 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0648\u062c\u0648\u0647 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u062a\u0637\u0627\u0628\u0642\u0647\u0627 \u0645\u0639 \u0627\u0644\u0647\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0642\u0637\u0627\u0639\u064a \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629.<\/p>\n\n\n\n
3. \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR)<\/h3>\n\n\n\n
\u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR) \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635\u0648\u0635 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u064b\u0627 \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f. \u062a\u0639\u0645\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0641\u0648\u0627\u062a\u064a\u0631 \u0648\u0627\u0644\u0639\u0642\u0648\u062f \u0648\u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0622\u0644\u064a\u064b\u0627 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0641\u0638 \u0627\u0644\u0633\u062c\u0644\u0627\u062a.<\/p>\n\n\n\n
4. \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0645\u0634\u0647\u062f<\/h3>\n\n\n\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0641\u0631\u062f\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0647\u062f \u0628\u0623\u0643\u0645\u0644\u0647\u0627 \u0644\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642. \u0648\u0647\u0630\u0627 \u0645\u0641\u064a\u062f \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u064a\u0626\u0629\u060c \u062d\u064a\u062b \u062a\u0641\u0633\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629\u060c \u0648\u062a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0648\u0631\u060c \u0648\u062a\u062d\u062f\u062f \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0648\u062a\u0643\u062a\u0634\u0641 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0638\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n
5. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630<\/h3>\n\n\n\n
\u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0639\u0646 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u0648\u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0627\u0644\u063a\u0629 \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639 (\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0628\u0629)\u060c \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 (\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629)\u060c \u0648\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a (\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629 \u0641\u064a \u0644\u0642\u0637\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648).<\/p>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/download-18-1024x575.jpeg\")
<\/figure>\n\n\n\n\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062d\u0644\u064a\u0629<\/h2>\n\n\n\n
\u064a\u0648\u0641\u0631 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0632\u0627\u064a\u0627 \u0643\u0628\u064a\u0631\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0648\u0642\u0639\u060c \u0648\u062e\u0627\u0635\u0629 \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629.<\/p>\n\n\n\n
1. \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0623\u062f\u0627\u0621<\/h3>\n\n\n\n
\u062a\u0642\u0648\u0645 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0628\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0634\u0643\u0644 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0637\u0644\u0628. \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u062f\u062f \u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642\u0647\u0627 \u0625\u0644\u0649 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0635\u0648\u0631 \u062f\u0648\u0646 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0643\u0644\u0641\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0630\u0627\u062a \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0642\u0644\u0628\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629.<\/p>\n\n\n\n
2. \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/h3>\n\n\n\n
\u062a\u062a\u0637\u0644\u0628 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0628\u0631\u0627\u0645\u062c. \u0648\u0639\u0644\u0649 \u0627\u0644\u0646\u0642\u064a\u0636 \u0645\u0646 \u0630\u0644\u0643\u060c \u062a\u0639\u0645\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0645\u0639 \u0636\u0645\u0627\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0631\u0642\u064a\u0627\u062a \u0645\u062a\u0643\u0631\u0631\u0629.<\/p>\n\n\n\n
3. \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0646 \u0628\u0639\u062f \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/h3>\n\n\n\n
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4. \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n\n\n\n
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5. \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644<\/h3>\n\n\n\n
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1. \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0623\u062f\u0627\u0621<\/h3>\n\n\n\n
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- \n
- \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0634\u0643\u0644 \u0645\u0631\u0646<\/strong>:\u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u062b\u0644 Google Cloud \u0648AWS \u0648Microsoft Azure \u0628\u064a\u0626\u0627\u062a \u062d\u0648\u0633\u0628\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0622\u0644\u0627\u0641 \u0625\u0644\u0649 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0635\u0648\u0631 \u062f\u0648\u0646 \u062a\u062f\u0647\u0648\u0631 \u0627\u0644\u0623\u062f\u0627\u0621. \u064a\u062a\u0645 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0642\u0644\u0628\u0629.<\/li>\n\n\n\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u0639\u0629<\/strong>:\u0628\u0641\u0636\u0644 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0633\u0651\u0646\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 Tensor (TPUs)\u060c \u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0628\u0633\u0631\u0639\u0627\u062a \u062a\u062a\u062c\u0627\u0648\u0632 \u0628\u0643\u062b\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0639\u0627\u0644\u0645\u064a<\/strong>:\u062a\u0639\u0645\u0644 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0634\u0628\u0643\u0627\u062a \u0645\u0648\u0632\u0639\u0629 \u062a\u0636\u0645 \u0645\u0631\u0627\u0643\u0632 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645. \u0648\u0647\u0630\u0627 \u064a\u0636\u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0628\u0632\u0645\u0646 \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646\u062e\u0641\u0636\u060c \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0648\u0633\u0639 \u0627\u0644\u0641\u0639\u0627\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/strong>:\u0644\u0627 \u062a\u062f\u0641\u0639 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0644\u0627 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0628\u0627\u0647\u0638\u0629 \u0627\u0644\u062b\u0645\u0646 \u0641\u064a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631. \u0648\u0647\u0630\u0627 \u0645\u0641\u064a\u062f \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u0647\u062f \u062a\u0642\u0644\u0628\u0627\u062a \u0645\u0648\u0633\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0637\u0644\u0628.<\/li>\n<\/ul>\n\n\n\n
2. \u0646\u0645\u0627\u0630\u062c \u0627\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 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/h3>\n\n\n\n
\u062a\u062f\u0645\u062c \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629. \u062a\u062a\u0637\u0648\u0631 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627.<\/p>\n\n\n\n
- \n
- \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNNs)<\/strong>:\u062a\u0639\u062a\u0628\u0631 \u0634\u0628\u0643\u0627\u062a CNN \u0623\u0633\u0627\u0633 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629. \u0641\u0647\u064a \u062a\u062d\u0644\u0644 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u062d\u0648\u0627\u0641 \u0648\u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u0642\u0648\u0627\u0645 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a. \u0648\u062a\u062a\u0636\u0645\u0646 \u0647\u064a\u0627\u0643\u0644 \u0634\u0628\u0643\u0627\u062a CNN \u0627\u0644\u0634\u0627\u0626\u0639\u0629 ResNet \u0648VGG \u0648EfficientNet.<\/li>\n\n\n\n
- \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 (ViT)<\/strong>:\u0639\u0644\u0649 \u0639\u0643\u0633 \u0634\u0628\u0643\u0627\u062a CNN\u060c \u062a\u0639\u0645\u0644 \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0625\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0623\u0635\u063a\u0631\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u062a\u0639\u062f \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627.<\/li>\n\n\n\n
- \u0646\u0645\u0627\u0630\u062c \u0645\u064f\u062f\u0631\u064e\u0651\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0645\u062e\u0635\u0635\u0629<\/strong>:\u064a\u0642\u062f\u0645 \u0645\u0648\u0641\u0631\u0648 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0646\u0645\u0627\u0630\u062c \u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c Google Cloud Vision API\u060c Amazon Rekognition) \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0636\u0628\u0637\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>:\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621. \u0648\u0647\u064a \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0627\u062a\u064a \u0627\u0644\u0625\u0634\u0631\u0627\u0641\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062f\u0642\u062a\u0647\u0627 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a \u0645\u0633\u062a\u0645\u0631.<\/li>\n<\/ul>\n\n\n\n
3. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631<\/h3>\n\n\n\n
\u064a\u0639\u062f \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631\u060c \u062d\u064a\u062b \u062a\u0645\u0643\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631\u0629. \u062a\u062f\u0639\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0646 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0625\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629.<\/p>\n\n\n\n
- \n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0631\u0628\u0639 \u0627\u0644\u0645\u062d\u062f\u062f<\/strong>:\u062a\u0643\u062a\u0634\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u062a\u062d\u062f\u062f \u0645\u0631\u0628\u0639\u0627\u062a \u062d\u062f\u0648\u062f\u064a\u0629 \u0644\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0645\u0648\u0627\u0642\u0639\u0647\u0627. \u0648\u0647\u0630\u0627 \u0645\u0641\u064a\u062f \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0627\u0629 \u0641\u064a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a.<\/li>\n\n\n\n
- \u062a\u0635\u0646\u064a\u0641 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a<\/strong>:\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0623\u062d\u0627\u062f\u064a \u0627\u0644\u062a\u0633\u0645\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u062e\u0635\u064a\u0635 \u0641\u0626\u0629 \u0648\u0627\u062d\u062f\u0629 \u0644\u0644\u0635\u0648\u0631\u0629 \u0641\u0642\u0637\u060c \u064a\u0633\u0645\u062d \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0628\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u0627\u0626\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f. \u0648\u0647\u0630\u0627 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0644\u0644\u0623\u0632\u064a\u0627\u0621 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u0634\u0639\u0627\u0631 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u062d\u062f\u064a\u062f \u0634\u0639\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u062a\u062a\u0628\u0639 \u062a\u0639\u0631\u0636 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0642\u0644\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u062f\u0644\u0627\u0644\u064a\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0628\u0643\u0633\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u062f\u0642\u064a\u0642 \u0628\u064a\u0646 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a. \u0648\u0647\u0630\u0627 \u0645\u0641\u064a\u062f \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a \u0648\u062a\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
4. \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR)<\/h3>\n\n\n\n
\u062a\u062a\u064a\u062d \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR) \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u064b\u0627 \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f. \u062a\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629.<\/p>\n\n\n\n
- \n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>:\u062a\u0639\u0645\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u0641\u0648\u0627\u062a\u064a\u0631 \u0648\u0627\u0644\u0639\u0642\u0648\u062f \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635 \u0648\u062a\u0646\u0638\u064a\u0645\u0647 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631.<\/li>\n\n\n\n
- \u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a<\/strong>:\u062a\u062f\u0639\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u062e\u0637 \u0627\u0644\u064a\u062f<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f \u0648\u062a\u062d\u0648\u064a\u0644\u0647 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0631\u0642\u0645\u064a. \u0648\u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629 (\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0634\u064a\u0643\u0627\u062a) \u0648\u0623\u0631\u0634\u0641\u0629 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629.<\/li>\n\n\n\n
- \u0645\u0644\u0641\u0627\u062a PDF \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u062d\u062b \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629<\/strong>:\u062a\u0639\u0645\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR) \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0636\u0648\u0626\u064a\u064b\u0627 \u0625\u0644\u0649 \u0645\u0644\u0641\u0627\u062a PDF \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u062d\u062b \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u0641\u0647\u0631\u0633\u062a\u0647\u0627.<\/li>\n<\/ul>\n\n\n\n
5. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0648\u0627\u0644\u0639\u064a\u0628<\/h3>\n\n\n\n
\u062a\u0644\u0639\u0628 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0648\u0627\u0644\u0639\u064a\u0648\u0628 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0648\u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a.<\/p>\n\n\n\n
- \n
- Quality Control in Manufacturing<\/strong>:\u064a\u0643\u0634\u0641 \u0627\u0644\u0641\u062d\u0635 \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0646 \u0639\u064a\u0648\u0628 \u0627\u0644\u0633\u0637\u062d \u0648\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629 \u0648\u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629 \u0641\u064a \u062e\u0637\u0648\u0637 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0646\u0641\u0627\u064a\u0627\u062a \u0648\u064a\u0636\u0645\u0646 \u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0645\u0646\u062a\u062c.<\/li>\n\n\n\n
- \u0643\u0634\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u0631\u0629 \u0648\u0627\u0644\u0634\u064a\u0643\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u0631\u0629 \u0648\u0627\u0644\u0647\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u0631\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630 \u0627\u0644\u0637\u0628\u064a<\/strong>:\u062a\u0639\u0645\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0634\u0639\u0629 \u0648\u0639\u0644\u0645 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 (\u0627\u0644\u0623\u0634\u0639\u0629 \u0627\u0644\u0633\u064a\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0628\u0627\u0644\u0631\u0646\u064a\u0646 \u0627\u0644\u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a\u060c \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u0642\u0637\u0639\u064a \u0627\u0644\u0645\u062d\u0648\u0633\u0628) \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0623\u0648\u0631\u0627\u0645 \u0648\u0627\u0644\u0643\u0633\u0648\u0631 \u0648\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u0623\u0648\u0639\u064a\u0629 \u0627\u0644\u062f\u0645\u0648\u064a\u0629.<\/li>\n\n\n\n
- \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0632\u064a\u0641\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0632\u064a\u0641\u0629 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0623\u0645\u0627\u0646 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0647\u0648\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
6. \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/h3>\n\n\n\n
\u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0648\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0641\u0648\u0631\u064a\u0629.<\/p>\n\n\n\n
- \n
- \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u0623\u0645\u0646<\/strong>:\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0645\u0627\u0646 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n\n\n\n
- \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0648\u062a\u0635\u0641\u064a\u062a\u0647\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0639\u0646\u0641 \u0648\u0627\u0644\u0639\u0631\u064a \u0648\u062e\u0637\u0627\u0628 \u0627\u0644\u0643\u0631\u0627\u0647\u064a\u0629.<\/li>\n\n\n\n
- \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062f\u0641\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/strong>:\u062a\u062a\u0639\u0631\u0641 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062f\u0641\u0639 \u0627\u0644\u0630\u0627\u062a\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0648\u062a\u0635\u0646\u0641\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631 \u0641\u064a \u0645\u062d\u0644\u0627\u062a \u0627\u0644\u0633\u0648\u0628\u0631 \u0645\u0627\u0631\u0643\u062a \u0648\u0645\u062d\u0644\u0627\u062a \u0628\u064a\u0639 \u0627\u0644\u062a\u062c\u0632\u0626\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>:\u062a\u0639\u0645\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0624\u064a\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0645\u0646 \u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0627\u0629 \u0648\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0637\u0631\u064a\u0642 \u0648\u0627\u0644\u0639\u0642\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629.<\/li>\n<\/ul>\n\n\n\n
7. \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0623\u062e\u0631\u0649<\/h3>\n\n\n\n
\u062a\u062a\u0643\u0627\u0645\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u062a\u062d\u0633\u064a\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n
- \n
- \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0633\u062d\u0627\u0628\u064a<\/strong>:\u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0641\u064a \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062b\u0644 Google Cloud Storage\u060c \u0648Amazon S3\u060c \u0648Microsoft Azure Blob Storage.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0641\u064a \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Google BigQuery \u0648AWS AI Analytics\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0623\u0639\u0645\u0642.<\/li>\n\n\n\n
- \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong>:\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062a\u0645 \u062f\u0645\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 AWS Lambda \u0648Google Cloud Functions \u0648Azure Logic Apps.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0628\u064a\u0646 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0646\u0634\u0631 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/li>\n<\/ul>\n\n\n\n
8. \u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0646\u0635\u0627\u062a<\/h3>\n\n\n\n
\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0628\u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0639\u0628\u0631 \u0623\u062c\u0647\u0632\u0629 \u0648\u0623\u0646\u0638\u0645\u0629 \u062a\u0634\u063a\u064a\u0644 \u0648\u0644\u063a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n\n\n\n
- \n
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- \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062f\u0645\u062c \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u064a\u0636\u0645\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639.<\/li>\n<\/ul>\n\n\n\n
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![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-sai-m-870406214-30623336-1024x769.jpg\")
<\/figure>\n\n\n\n\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/h1>\n\n\n\n
\u0644\u0642\u062f \u0623\u0635\u0628\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u0642\u0646\u064a\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0623\u0645\u0627\u0646. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0648\u0641\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0631\u0624\u0649 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u0639\u0632\u0632 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0648\u062a\u0628\u0633\u0637 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0645\u062a\u0639\u0645\u0642 \u0644\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n\n\n\n
1. \u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/h3>\n\n\n\n
\u062a\u0639\u062a\u0645\u062f \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u064a\u062a\u064a\u062d \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0643\u0627\u0646\u062a \u062a\u062a\u0637\u0644\u0628 \u0641\u064a \u0627\u0644\u0633\u0627\u0628\u0642 \u062a\u062f\u062e\u0644\u0627\u064b \u064a\u062f\u0648\u064a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629.<\/p>\n\n\n\n
\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a<\/h4>\n\n\n\n
\u0623\u062d\u062f \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0647\u0648 \u0623\u062a\u0645\u062a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627. \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \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\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0633\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0644\u0648\u0646 \u0648\u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628. \u0648\u0647\u0630\u0627 \u064a\u0639\u0632\u0632 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0648\u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a\u0629.<\/p>\n\n\n\n
\u064a\u062a\u064a\u062d \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u0635\u0631\u064a \u0644\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646 \u062a\u062d\u0645\u064a\u0644 \u0635\u0648\u0631\u0629 \u0648\u062a\u0644\u0642\u064a \u062a\u0648\u0635\u064a\u0627\u062a \u0628\u0645\u0646\u062a\u062c\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629. \u0648\u062a\u062f\u0645\u062c \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0627\u0644\u0643\u0628\u0631\u0649 \u0645\u062b\u0644 \u0623\u0645\u0627\u0632\u0648\u0646 \u0648\u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u0635\u0631\u064a\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u062a\u0633\u0648\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u0648\u0631 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635.<\/p>\n\n\n\n
\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0631\u0641\u0648\u0641<\/h4>\n\n\n\n
\u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0641\u064a \u0627\u0644\u0645\u062a\u0627\u062c\u0631 \u0648\u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0645\u0627\u062f\u064a\u0629. \u062a\u0642\u0648\u0645 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0628\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0628\u0645\u0633\u062d \u0627\u0644\u0623\u0631\u0641\u0641 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0623\u0648 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0627\u0644\u062f\u0642\u064a\u0642\u0629. \u064a\u0642\u0644\u0644 \u0647\u0630\u0627 \u0645\u0646 \u0627\u0644\u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u0646\u0627\u062c\u0645\u0629 \u0639\u0646 \u062d\u0627\u0644\u0627\u062a \u0646\u0641\u0627\u062f \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0648\u064a\u0633\u0627\u0639\u062f \u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u062a\u0648\u0631\u064a\u062f \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n
Customer Behavior Analysis<\/h4>\n\n\n\n
\u064a\u0633\u062a\u062e\u062f\u0645 \u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0644\u062a\u062a\u0628\u0639 \u062a\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u0642 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u062a\u0627\u062c\u0631. \u062a\u0648\u0641\u0631 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0631\u0624\u0649 \u062d\u0648\u0644 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0645\u062a\u062c\u0631 \u0627\u0644\u062a\u064a \u062a\u062c\u062a\u0630\u0628 \u0623\u0643\u0628\u0631 \u0639\u062f\u062f \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u062a\u062d\u0633\u064a\u0646 \u062a\u062e\u0637\u064a\u0637\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062c\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0633\u0627\u0639\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u062a\u0633\u0648\u0642 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u064a\u0646 \u0648\u062a\u0642\u062f\u064a\u0645 \u0639\u0631\u0648\u0636 \u062a\u0631\u0648\u064a\u062c\u064a\u0629 \u0645\u0633\u062a\u0647\u062f\u0641\u0629.<\/p>\n\n\n\n
2. \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a<\/h3>\n\n\n\n
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3. \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629<\/h3>\n\n\n\n
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5. \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0646\u0642\u0644<\/h3>\n\n\n\n
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\u0623\u0646\u0638\u0645\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0633\u0627\u0626\u0642 \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h4>\n\n\n\n
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\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0644\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a<\/h4>\n\n\n\n
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6. \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a<\/h3>\n\n\n\n
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\u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/h2>\n\n\n\n
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\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0645\u062a\u0639\u0645\u0642\u0629 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629\u060c \u0648\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0635\u0646\u0627\u0639\u0629.<\/p>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Cloud-Vision.png\")
<\/figure>\n\n\n\n\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Cloud Vision<\/h3>\n\n\n\n
Google Cloud Vision API \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u062a\u062a\u064a\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635. \u064a\u062a\u0645 \u0627\u0639\u062a\u0645\u0627\u062f\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0646\u060c \u0646\u0638\u0631\u064b\u0627 \u0644\u062f\u0642\u062a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0648\u0645\u0631\u0648\u0646\u062a\u0647\u0627.<\/p>\n\n\n\n
\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h4>\n\n\n\n
- \n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/strong>:\u064a\u062d\u062f\u062f \u0622\u0644\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0648\u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR)<\/strong>:\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062a\u0645\u0643\u064a\u0646 \u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u064a\u062d\u0644\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0639\u0628\u064a\u0631\u0627\u062a \u0627\u0644\u0648\u062c\u0647\u060c \u0648\u0647\u0648 \u0645\u0641\u064a\u062f \u0644\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0625\u0634\u0631\u0627\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0635\u0631\u064a\u062d<\/strong>:\u064a\u062d\u062f\u062f \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u060c \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0628\u0627\u0644\u063a\u064a\u0646 \u0623\u0648 \u0627\u0644\u0639\u0646\u064a\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a.<\/li>\n\n\n\n
- \u0641\u0647\u0645 \u0627\u0644\u0645\u0634\u0647\u062f<\/strong>:\u064a\u0641\u0633\u0631 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062e\u0644\u0641\u064a\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0648\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0634\u0647\u062f\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h4>\n\n\n\n
- \n
- \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong>:\u0623\u062a\u0645\u062a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644<\/strong>:\u064a\u0639\u0632\u0632 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0645\u062b\u064a\u0631\u0629 \u0644\u0644\u0627\u0647\u062a\u0645\u0627\u0645.<\/li>\n\n\n\n
- \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>:\u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u0634\u0639\u0629 \u0627\u0644\u0633\u064a\u0646\u064a\u0629 \u0648\u0634\u0631\u0627\u0626\u062d \u0639\u0644\u0645 \u0627\u0644\u0623\u0645\u0631\u0627\u0636.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h4>\n\n\n\n
- \n
- \u064a\u062f\u0639\u0645 AutoML Vision \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u062f\u0648\u0646 \u062e\u0628\u0631\u0629 \u0639\u0645\u064a\u0642\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n
- \u064a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a Google Cloud \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u062b\u0644 BigQuery \u0648Firebase.<\/li>\n\n\n\n
- \u064a\u0648\u0641\u0631 \u062a\u062d\u0644\u064a\u0644\u064b\u0627 \u0642\u0627\u0628\u0644\u064b\u0627 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a REST.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/Microsoft-Azure-Face-API.png\")
<\/figure>\n\n\n\nMicrosoft Azure Face API \u0648Computer Vision API<\/h3>\n\n\n\n
\u062a\u0648\u0641\u0631 Microsoft Azure \u062d\u0644\u064a\u0646 \u0642\u0648\u064a\u064a\u0646 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631: Azure Face API\u060c \u0627\u0644\u0630\u064a \u064a\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0647\u0648\u064a\u0629\u060c \u0648Azure Computer Vision API\u060c \u0627\u0644\u0630\u064a \u064a\u0648\u0641\u0631 \u062a\u062d\u0644\u064a\u0644\u064b\u0627 \u0623\u0648\u0633\u0639 \u0644\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n\n\n\n
\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h4>\n\n\n\n
- \n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647<\/strong>:\u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u064a\u0642\u0627\u0631\u0646\u0647\u0627 \u0628\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u064a\u062a\u062a\u0628\u0639 \u0633\u0645\u0627\u062a \u0627\u0644\u0648\u062c\u0647 \u0645\u062b\u0644 \u0627\u0644\u0639\u0645\u0631 \u0648\u0627\u0644\u0639\u0627\u0637\u0641\u0629 \u0648\u0648\u0636\u0639\u064a\u0629 \u0627\u0644\u0631\u0623\u0633.<\/li>\n\n\n\n
- \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627<\/strong>:\u064a\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0644\u0648\u0627\u0646\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062e\u0644\u0641\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f \u0648\u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629<\/strong>:\u064a\u0642\u0648\u0645 \u0628\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f \u0648\u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0631\u0642\u0645\u064a\u060c \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0631\u0624\u064a\u0629 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>:\u064a\u062a\u064a\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629\u060c \u0645\u062b\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h4>\n\n\n\n
- \n
- \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629<\/strong>:\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u0628\u064a\u0648\u0645\u062a\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0645\u0646\u0639 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642<\/strong>:\u064a\u0639\u0632\u0632 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u062a\u0633\u0648\u0642 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647.<\/li>\n\n\n\n
- \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>:\u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u0631\u064a\u0636 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h4>\n\n\n\n
- \n
- \u064a\u0648\u0641\u0631 \u0623\u0645\u0627\u0646\u064b\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 GDPR \u0648HIPAA.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0644\u0640 Microsoft (Azure AI\u060c \u0648Power BI\u060c \u0648Dynamics 365).<\/li>\n\n\n\n
- \u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0630\u0627\u062a \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0646\u062e\u0641\u0636.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Amazon-Rekognition.png\")
<\/figure>\n\n\n\n\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0623\u0645\u0627\u0632\u0648\u0646<\/h3>\n\n\n\n
Amazon Rekognition \u0647\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 AWS\u060c \u0648\u0647\u064a \u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627. \u0648\u0647\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0648\u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629.<\/p>\n\n\n\n
\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h4>\n\n\n\n
- \n
- \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627<\/strong>:\u064a\u062d\u062f\u062f \u0647\u0648\u064a\u0629 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0623\u0646\u0634\u0637\u0629<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0641\u064a \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n\n\n\n
- \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635 (OCR)<\/strong>:\u064a\u0642\u0631\u0623 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0646\u0635 \u0627\u0644\u0645\u0634\u0647\u062f \u0648\u0627\u0644\u0641\u0648\u0627\u062a\u064a\u0631.<\/li>\n\n\n\n
- \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0635\u0631\u064a\u062d \u0623\u0648 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0627\u0645\u062a\u062b\u0627\u0644.<\/li>\n\n\n\n
- \u0645\u0644\u0635\u0642\u0627\u062a \u0645\u062e\u0635\u0635\u0629<\/strong>:\u064a\u0633\u0645\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u062c\u0627\u0644.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h4>\n\n\n\n
- \n
- \u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u0627\u0644\u0623\u0645\u0646<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645\u0647 \u0648\u0643\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0631\u0637\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0647\u0648\u064a\u0629 \u0627\u0644\u0645\u0634\u062a\u0628\u0647 \u0628\u0647\u0645 \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u064a\u0646.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong>:\u064a\u0639\u0632\u0632 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0648\u0627\u0644\u062a\u0631\u0641\u064a\u0647<\/strong>:\u0623\u062a\u0645\u062a\u0629 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h4>\n\n\n\n
- \n
- \u062e\u062f\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a AWS.<\/li>\n\n\n\n
- \u064a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062f\u0641\u0639\u064a\u0629 \u0648\u0627\u0644\u0648\u0642\u062a\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/li>\n\n\n\n
- \u0646\u0645\u0648\u0630\u062c \u062a\u0633\u0639\u064a\u0631 \u0641\u0639\u0627\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0644\u062f\u0641\u0639 \u062d\u0633\u0628 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/IBM-Watson.png\")
<\/figure>\n\n\n\n\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0628\u0635\u0631\u064a \u0639\u0644\u0649 IBM Watson<\/h3>\n\n\n\n
\u064a\u0648\u0641\u0631 IBM Watson Visual Recognition \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0647\u0648 \u0645\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0648\u0647\u0648 \u0645\u0639\u0631\u0648\u0641 \u0628\u0642\u062f\u0631\u0627\u062a\u0647 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n
\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h4>\n\n\n\n
- \n
- \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631<\/strong>:\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0623\u0648 \u0645\u062e\u0635\u0635\u0629.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0648\u062c\u0648\u0647<\/strong>:\u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0634\u0639\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630<\/strong>:\u064a\u062d\u062f\u062f \u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0647\u0648 \u0645\u0641\u064a\u062f \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629 \u0648\u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/li>\n\n\n\n
- \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062e\u0635\u0635<\/strong>:\u064a\u0633\u0645\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0644\u0643\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h4>\n\n\n\n
- \n
- \u062a\u0645\u0648\u064a\u0644<\/strong>:\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644.<\/li>\n\n\n\n
- \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>:\u064a\u0639\u0632\u0632 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u0635\u0646\u0627\u0639\u064a<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0641\u064a \u062e\u0637\u0648\u0637 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h4>\n\n\n\n
- \n
- \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0628\u062f\u0631\u062c\u0629 \u0643\u0628\u064a\u0631\u0629.<\/li>\n\n\n\n
- \u062a\u0643\u0627\u0645\u0644 \u0642\u0648\u064a \u0645\u0639 \u062e\u062f\u0645\u0627\u062a IBM Cloud \u0648Watson AI.<\/li>\n\n\n\n
- \u0645\u064a\u0632\u0627\u062a \u0623\u0645\u0627\u0646 \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/Clarifai.png\")
<\/figure>\n\n\n\n\u0643\u0644\u0627\u0631\u064a\u0641\u0627\u064a<\/h3>\n\n\n\n
Clarifai \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0645\u0646\u0635\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0642\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u0645\u0646 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629.<\/p>\n\n\n\n
\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h4>\n\n\n\n
- \n
- \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/strong>:\u064a\u062d\u062f\u062f \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/li>\n\n\n\n
- \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong>:\u064a\u0642\u0648\u0645 \u0628\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0648\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627.<\/li>\n\n\n\n
- \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062e\u0635\u0635<\/strong>:\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h4>\n\n\n\n
- \n
- \u062d\u0645\u0627\u064a\u0629<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n\n\n\n
- \u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/strong>:\u064a\u062a\u064a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h4>\n\n\n\n
- \n
- \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646.<\/li>\n\n\n\n
- \u062f\u0639\u0645 \u0642\u0648\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/li>\n\n\n\n
- \u0646\u0634\u0631 \u0645\u0631\u0646 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0627\u0644\u062d\u0627\u0641\u0629 \u0648\u0627\u0644\u0645\u062d\u0644\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Scale-AI.png\")
<\/figure>\n\n\n\n\u0645\u0642\u064a\u0627\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n\n\n\n
\u062a\u062a\u062e\u0635\u0635 \u0634\u0631\u0643\u0629 Scale AI \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/p>\n\n\n\n
\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h4>\n\n\n\n
- \n
- \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f<\/strong>:\u064a\u062f\u0639\u0645 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h4>\n\n\n\n
- \n
- \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>:\u0639\u0645\u0644\u064a\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631 \u0648\u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0644\u0644\u0645\u0644\u0627\u062d\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0635\u0646\u0627\u0639\u064a<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0648\u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h4>\n\n\n\n
- \n
- \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n
- \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/li>\n<\/ul>\n\n\n\n
\u062a\u0648\u0641\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0642\u062f\u0631\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0648\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google Cloud Vision \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Microsoft Azure Face \u0648Amazon Rekognition \u0623\u062f\u0648\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u062e\u0635\u0635 IBM Watson \u0648Clarifai \u0648Scale AI \u0641\u064a \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0635\u0646\u0627\u0639\u0629. \u0648\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0631 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0633\u062a\u062f\u0641\u0639 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0639\u0628\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n
\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/h2>\n\n\n\n
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- \n
- \u062f\u0645\u062c \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0623\u0648\u0635\u0627\u0641 \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/li>\n\n\n\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0635\u0648\u0631\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0645\u0639 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0645\u0646\u0637\u0648\u0642\u0629 \u0623\u0648 \u0627\u0644\u0623\u0635\u0648\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.<\/li>\n\n\n\n
- \u0641\u0647\u0645 \u0639\u0628\u0631 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a<\/strong>:\u064a\u062a\u064a\u062d \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0646\u0634\u0627\u0621 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0648\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0631\u0626\u064a \u0648\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0623\u0633\u0626\u0644\u0629 \u062d\u0648\u0644 \u0627\u0644\u0635\u0648\u0631\u0629.<\/li>\n<\/ul>\n\n\n\n
\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/h4>\n\n\n\n
- \n
- \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong>:\u064a\u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u0635\u0631\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0641\u0647\u0645 \u0643\u0644 \u0645\u0646 \u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c \u0648\u0627\u0644\u0623\u0648\u0635\u0627\u0641 \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>:\u062a\u0633\u062a\u0637\u064a\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0631\u0636\u0649 \u0648\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0623\u0637\u0628\u0627\u0621 \u0644\u062a\u0648\u0641\u064a\u0631 \u0631\u0624\u0649 \u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b.<\/li>\n\n\n\n
- \u0627\u0644\u0623\u0645\u0646 \u0648\u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/strong>:\u062a\u0639\u0645\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0644\u0642\u0637\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0635\u0648\u062a \u0627\u0644\u0645\u0635\u0627\u062d\u0628 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n
\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0648\u0627\u0644\u0622\u0641\u0627\u0642 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/h4>\n\n\n\n
\u064a\u062a\u0637\u0644\u0628 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u062a\u062f\u0645\u062c \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649. \u0625\u0646 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0647\u064a\u0627\u0643\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u062b\u0644 \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 (ViTs) \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0645\u062b\u0644 OpenAI's GPT-4 Vision \u0648Google's Gemini\u060c \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n\n\n\n
\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0648\u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/h3>\n\n\n\n
\u064a\u0634\u064a\u0631 \u0645\u0635\u0637\u0644\u062d Edge AI \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0623\u062c\u0647\u0632\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621) \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0633\u062d\u0627\u0628\u0629. \u0648\u0647\u0630\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u062a\u0635\u0627\u0644 \u0645\u0633\u062a\u0645\u0631 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/p>\n\n\n\n
\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631<\/h4>\n\n\n\n
- \n
- \u0627\u0646\u062e\u0641\u0627\u0636 \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644<\/strong>:\u062a\u0624\u062f\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u064b\u0627 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0645\u0627\u0646.<\/li>\n\n\n\n
- \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/strong>:\u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 Edge AI \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0633\u062d\u0627\u0628\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0639\u0632\u0632\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u062f\u0648\u0646 \u0646\u0642\u0644\u0647\u0627 \u0625\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u0645\u0627\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0648\u0627\u0626\u062d \u0645\u062b\u0644 GDPR.<\/li>\n<\/ul>\n\n\n\n
\u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629: \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/h4>\n\n\n\n
\u062a\u062c\u0645\u0639 \u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 \u0628\u064a\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0641\u064a \u0643\u0644 \u0645\u0646 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c:<\/p>\n\n\n\n
- \n
- \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062d\u0631\u062c\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong> \u064a\u062d\u062f\u062b \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629.<\/li>\n\n\n\n
- \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/strong>:\u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 Edge AI \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0633\u062d\u0627\u0628\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>:\u062a\u0633\u062a\u0637\u064a\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0631\u0636\u0649 \u0648\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0623\u0637\u0628\u0627\u0621 \u0644\u062a\u0648\u0641\u064a\u0631 \u0631\u0624\u0649 \u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b.<\/li>\n\n\n\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0635\u0648\u0631\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0645\u0639 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0645\u0646\u0637\u0648\u0642\u0629 \u0623\u0648 \u0627\u0644\u0623\u0635\u0648\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.<\/li>\n\n\n\n
- \u062f\u0645\u062c \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635<\/strong>:\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0623\u0648\u0635\u0627\u0641 \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0635\u0646\u0627\u0639\u064a<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0648\u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0639.<\/li>\n<\/ul>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f<\/strong>:\u064a\u062f\u0639\u0645 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
- \u0634\u0631\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a.<\/li>\n\n\n\n
- \u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/strong>:\u064a\u062a\u064a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n
- \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong>:\u064a\u0642\u0648\u0645 \u0628\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0648\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/strong>:\u064a\u062d\u062f\u062f \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/li>\n\n\n\n
- \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong>:\u064a\u0639\u0632\u0632 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0648\u062c\u0648\u0647<\/strong>:\u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0634\u0639\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631.<\/li>\n\n\n\n
- \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631<\/strong>:\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0623\u0648 \u0645\u062e\u0635\u0635\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong>:\u064a\u0639\u0632\u0632 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0631\u0626\u064a \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0623\u0646\u0634\u0637\u0629<\/strong>:\u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0641\u064a \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627<\/strong>:\u064a\u062d\u062f\u062f \u0647\u0648\u064a\u0629 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642<\/strong>:\u064a\u0639\u0632\u0632 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u062a\u0633\u0648\u0642 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647.<\/li>\n\n\n\n
- \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627<\/strong>:\u064a\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0644\u0648\u0627\u0646\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062e\u0644\u0641\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647<\/strong>:\u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u064a\u0642\u0627\u0631\u0646\u0647\u0627 \u0628\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u064a\u062a\u062a\u0628\u0639 \u0633\u0645\u0627\u062a \u0627\u0644\u0648\u062c\u0647 \u0645\u062b\u0644 \u0627\u0644\u0639\u0645\u0631 \u0648\u0627\u0644\u0639\u0627\u0637\u0641\u0629 \u0648\u0648\u0636\u0639\u064a\u0629 \u0627\u0644\u0631\u0623\u0633.<\/li>\n\n\n\n
- \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644<\/strong>:\u064a\u0639\u0632\u0632 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0645\u062b\u064a\u0631\u0629 \u0644\u0644\u0627\u0647\u062a\u0645\u0627\u0645.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR)<\/strong>:\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0635 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062a\u0645\u0643\u064a\u0646 \u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0628\u064a\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/strong>:\u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0648\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0624\u0633\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0641\u064a \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Google BigQuery \u0648AWS AI Analytics\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0623\u0639\u0645\u0642.<\/li>\n\n\n\n
- \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0648\u062a\u0635\u0641\u064a\u062a\u0647\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0639\u0646\u0641 \u0648\u0627\u0644\u0639\u0631\u064a \u0648\u062e\u0637\u0627\u0628 \u0627\u0644\u0643\u0631\u0627\u0647\u064a\u0629.<\/li>\n\n\n\n
- \u0643\u0634\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644<\/strong>:\u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u0631\u0629 \u0648\u0627\u0644\u0634\u064a\u0643\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u0631\u0629 \u0648\u0627\u0644\u0647\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u0631\u0629.<\/li>\n\n\n\n
- \u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a<\/strong>:\u062a\u062f\u0639\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/li>\n\n\n\n
- \u062a\u0635\u0646\u064a\u0641 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a<\/strong>:\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0623\u062d\u0627\u062f\u064a \u0627\u0644\u062a\u0633\u0645\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u062e\u0635\u064a\u0635 \u0641\u0626\u0629 \u0648\u0627\u062d\u062f\u0629 \u0644\u0644\u0635\u0648\u0631\u0629 \u0641\u0642\u0637\u060c \u064a\u0633\u0645\u062d \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0628\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u0627\u0626\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f. \u0648\u0647\u0630\u0627 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0644\u0644\u0623\u0632\u064a\u0627\u0621 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a.<\/li>\n\n\n\n
- \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 (ViT)<\/strong>:\u0639\u0644\u0649 \u0639\u0643\u0633 \u0634\u0628\u0643\u0627\u062a CNN\u060c \u062a\u0639\u0645\u0644 \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u0642\u0633\u064a\u0645\u0647\u0627 \u0625\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0623\u0635\u063a\u0631\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u062a\u0639\u062f \u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0642\u0633\u064a\u0645\u0647\u0627.<\/li>\n\n\n\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u0639\u0629<\/strong>:\u0628\u0641\u0636\u0644 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0633\u0651\u0646\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 Tensor (TPUs)\u060c \u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0628\u0633\u0631\u0639\u0627\u062a \u062a\u062a\u062c\u0627\u0648\u0632 \u0628\u0643\u062b\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/strong> - \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u062e\u0627\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0636\u0628\u0637 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0636\u0648\u0636\u0627\u0621\u060c \u0648\u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0623\u0648 \u062a\u0637\u0628\u064a\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0644\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0623\u0645\u062b\u0644.<\/li>\n\n\n\n