{"id":4618,"date":"2019-12-31T14:45:21","date_gmt":"2019-12-31T11:15:21","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=4618"},"modified":"2021-01-25T16:31:10","modified_gmt":"2021-01-25T13:01:10","slug":"deep-learning-simplified-convolutional-neural-networks-ep-8","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/videos\/deep-learning-simplified-convolutional-neural-networks-ep-8\/","title":{"rendered":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 : \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u2013 \u0642\u0633\u0645\u062a \u0647\u0634\u062a\u0645"},"content":{"rendered":"

\u0627\u0632 \u0628\u06cc\u0646 \u0647\u0645\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0641\u0639\u0644\u06cc  \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a> \u060c \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0622\u0646 \u0647\u0627\u0633\u062a. \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN) \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0627\u0633\u062a \u060c \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u06a9\u0645\u06a9 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f \u062a\u0627 \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0627\u063a\u062a\u0631\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n

CNN \u0647\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u060c \u0634\u06cc \u0648 \u062d\u062a\u06cc \u062a\u0634\u062e\u06cc\u0635 \u06af\u0641\u062a\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 \u06cc\u0627\u0646 \u0644\u06a9\u0648\u0646 \u062f\u0631 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0646\u06cc\u0648\u06cc\u0648\u0631\u06a9 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f \u060c \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u062f\u0631 \u0635\u0646\u0639\u062a \u0641\u0646\u0627\u0648\u0631\u06cc \u060c \u0645\u0627\u0646\u0646\u062f \u0641\u06cc\u0633\u0628\u0648\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06af\u0631 \u0634\u0631\u0648\u0639 \u0628\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u0631\u0627\u062c\u0639 \u0628\u0647 CNN \u0647\u0627 \u06a9\u0646\u06cc\u062f \u060c \u0628\u0647 \u0633\u0631\u0639\u062a \u0686\u0627\u0644\u0634 ImageNet \u0631\u0627 \u0628\u0631\u062e\u0648\u0627\u0647\u06cc\u062f \u062e\u0648\u0631\u062f \u060c \u067e\u0631\u0648\u0698\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0648 \u06a9\u0645\u06a9 \u0628\u0647 \u0645\u062d\u0642\u0642\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u0622\u063a\u0627\u0632 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062a\u0645\u0627\u0645 \u062a\u06cc\u0645 \u0647\u0627\u06cc \u0628\u0631\u062a\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0642\u0627\u0628\u062a \u0645\u06cc \u067e\u06cc\u0648\u0646\u062f\u062f \u060c \u0627\u0645\u0627 \u0647\u0631 \u0628\u0627\u0631 CNN \u0627\u0633\u062a \u06a9\u0647 \u0645\u0642\u0627\u0645 \u0627\u0648\u0644 \u0631\u0627 \u06a9\u0633\u0628 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

CNN  \u0645\u0641\u0647\u0648\u0645\u06cc \u062f\u0634\u0648\u0627\u0631 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u06cc \u0628\u0627\u0634\u062f. \u0627\u06af\u0631 \u062a\u0627\u06a9\u0646\u0648\u0646 \u062a\u0644\u0627\u0634 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f \u060c \u0644\u0637\u0641\u0627\u064b \u0646\u0638\u0631 \u062e\u0648\u062f \u0631\u0627 \u0628\u06cc\u0627\u0646 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f.<\/p>\n

 CNN \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0645\u062e\u062a\u0644\u0641 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0631\u062f \u0622\u0646 \u0647\u0627 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u062a\u062c\u0633\u0645 \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u0647\u0627\u06cc \u0645\u0633\u0627\u0648\u06cc \u0628\u0627 \u0641\u0627\u0635\u0644\u0647 \u0631\u0627 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0645\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0631 \u06cc\u06a9 \u062f\u06cc\u0648\u0627\u0631 \u0645\u06cc \u062f\u0631\u062e\u0634\u0646\u062f. \u0647\u0631 \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u062f\u0642\u06cc\u0642\u0627\u064b \u0645\u0634\u0627\u0628\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0631\u0622\u06cc\u0646\u062f\u06cc \u0628\u0647 \u0646\u0627\u0645 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 \u0627\u0633\u062a. \u0645\u0646\u0637\u0642\u0647 \u062c\u0633\u062a\u062c\u0648\u06cc \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u062f\u0631 \u062c\u0627\u06cc \u062e\u0648\u062f \u062b\u0627\u0628\u062a \u0627\u0633\u062a \u060c \u0648 \u062a\u0648\u0633\u0637 \u062f\u0627\u06cc\u0631\u0647 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0646\u0648\u0631 \u062a\u0627\u0628\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0631\u0648\u06cc \u062f\u06cc\u0648\u0627\u0631 \u0645\u062d\u062f\u0648\u062f \u0645\u06cc \u0634\u0648\u062f. \u06a9\u0644 \u0645\u062c\u0645\u0648\u0639\u0647 \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u062f \u060c \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u06a9\u0627\u0646 \u0627\u0644\u06af\u0648\u06cc \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u0628\u062f\u0647\u062f. \u06cc\u06a9 CNN \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0641\u06cc\u0644\u062a\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u06cc\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u06a9\u0646 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u06a9\u0644 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u06f3 \u0628\u0639\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u0647\u0627 \u0627\u0633\u062a.<\/p>\n

\u0627\u062a\u0635\u0627\u0644 \u0628\u0631\u062e\u06cc \u0646\u0642\u0627\u0637 \u0645\u0628\u0647\u0645<\/strong><\/h3>\n

– \u06cc\u06a9 \u0633\u0631\u06cc \u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u0644\u0627\u06cc\u0647 \u0627\u0648\u0644 \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f \u060c \u0628\u0647 \u0646\u0627\u0645 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc. \u0648\u0632\u0646 \u0648 \u0628\u0627\u06cc\u0627\u0633 \u062f\u0631 \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u06cc\u0644\u062a\u0631 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

– \u0647\u0631 \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u0648\u0627\u062d\u062f \u0627\u0633\u062a. \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u060c \u0646\u0648\u0631\u0648\u0646 \u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0641\u0639\u0627\u0644 \u06cc\u0627 \u0622\u062a\u0634 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631 \u060c \u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0631 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 \u060c \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n

– \u0628\u0631 \u062e\u0644\u0627\u0641 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0627\u06a9\u0646\u0648\u0646 \u062f\u06cc\u062f\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0631 \u0646\u0648\u0631\u0648\u0646 \u062f\u0631 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0628\u0647 \u0647\u0631 \u0646\u0648\u0631\u0648\u0646 \u062f\u0631 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u062c\u0627\u0648\u0631 \u0645\u062a\u0635\u0644 \u0627\u0633\u062a \u060c \u06cc\u06a9 CNN \u062f\u0627\u0631\u0627\u06cc \u0627\u062b\u0631 \u0686\u0631\u0627\u063a \u0642\u0648\u0647 \u0627\u06cc \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u062a\u0646\u0647\u0627 \u0628\u0647 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0622\u0646 “\u062a\u0627\u0628\u06cc\u062f\u0647” \u0645\u062a\u0635\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n

\u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0628\u0647 \u0644\u0627\u06cc\u0647 \u0628\u0639\u062f\u06cc \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc CNN \u0627\u0632 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u0627\u0645\u0627 \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0627\u0632 \u0645\u0648\u062a\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0627\u06cc \u0628\u0647 \u0646\u0627\u0645 RELU<\/a> \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u060c \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0634\u06a9\u0644 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0631\u0646\u062c \u0646\u0645\u06cc \u0628\u0631\u0646\u062f.<\/p>\n

\u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u060c \u063a\u0644\u0638\u062a \u062a\u0635\u0648\u06cc\u0631 \u0645\u0646\u062c\u0631 \u0628\u0647 \u06f1\u06f0\u06f0 \u0647\u0627 \u0648 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0648\u0632\u0646 \u0648 \u0628\u0627\u06cc\u0627\u0633 \u0645\u06cc \u0634\u0648\u062f \u060c \u06a9\u0647 \u0627\u06cc\u0646 \u062a\u0623\u062b\u06cc\u0631 \u0645\u0646\u0641\u06cc \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u062f\u0627\u0631\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u067e\u0633 \u0627\u0632 RELU \u060c \u0641\u0639\u0627\u0644\u06cc\u062a \u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u062f\u0631 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0645\u062c\u0627\u0648\u0631 \u062c\u0645\u0639 \u0645\u06cc \u0634\u0648\u0646\u062f \u062a\u0627 \u0627\u0628\u0639\u0627\u062f \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0628\u062f. \u067e\u0633 \u0627\u0632 \u0622\u0646 \u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u062a\u0645\u0627\u0645\u0627 \u0645\u062a\u0635\u0644 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

 CNN \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u062f\u0627\u0631\u0627\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc \u0628\u0627 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u06a9\u0631\u0631 \u0647\u0633\u062a\u0646\u062f. \u0645\u062c\u0645\u0648\u0639\u0647 \u06f1 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0622\u0646 \u06cc\u06a9 RELU \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0686\u0646\u062f \u0628\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631 \u0634\u0648\u062f \u060c \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u062f\u0646\u0628\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0645 \u0647\u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc \u062d\u0627\u0635\u0644 \u0645\u062c\u0645\u0648\u0639\u0647 \u06f2 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u06a9\u0647 \u0686\u0646\u062f \u0628\u0627\u0631 \u0646\u06cc\u0632 \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0633\u0627\u062e\u062a\u0627\u0631 \u062d\u0627\u0635\u0644 \u0646\u0647\u0627\u06cc\u06cc \u0633\u067e\u0633 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062a\u0635\u0644 \u0648\u0635\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0628\u0647 \u0634\u0628\u06a9\u0647 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u06cc \u0631\u0627 \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0628\u0633\u0627\u0632\u062f \u060c \u0647\u0645\u06af\u06cc \u0636\u0645\u0646 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0627 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f.<\/p>\n

 CNN \u0647\u0627 \u0627\u0628\u0632\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0647\u0633\u062a\u0646\u062f \u060c \u0627\u0645\u0627 \u06cc\u06a9 \u0627\u0634\u06a9\u0627\u0644 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u2013 \u0622\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u06f1\u06f0 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0646\u0642\u0637\u0647 \u062f\u0627\u062f\u0647 \u062f\u0627\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f. \u0622\u0646 \u0647\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0628\u0627 GPU \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u06cc\u0646\u0646\u062f \u062a\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u062f\u0631 \u0645\u062f\u062a \u0632\u0645\u0627\u0646 \u0645\u0639\u0642\u0648\u0644 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f.<\/p>\n\u0645\u0646\u0628\u0639<\/a> Youtube<\/a>\n\n\n

\n \n
\n \n
\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n <\/div>\n \n
\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n
\n \n\n
<\/div>\n <\/div>\n <\/div>\n<\/div>\n \n\n
\n \u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n <\/div>\n <\/div>\n","protected":false},"excerpt":{"rendered":"

\u0627\u0632 \u0628\u06cc\u0646 \u0647\u0645\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0641\u0639\u0644\u06cc  \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u060c \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0622\u0646 \u0647\u0627\u0633\u062a. \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN) \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u060c \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u06a9\u0645\u06a9 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f \u062a\u0627 \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0627\u063a\u062a\u0631\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u062f. …<\/p>\n","protected":false},"author":7,"featured_media":4623,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[23,171],"tags":[91,99,84,107,101,86,126],"class_list":["post-4618","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-videos","category-deep-learning-simplified","tag-relu","tag-99","tag-84","tag-107","tag-101","tag-86","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/4618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=4618"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/4618\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/4623"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=4618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=4618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=4618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}