\n
# Import libraries\nimport cv2\nimport numpy as np\nimport matplotlib.pyplot as plt\nfrom google.colab import drive\ndrive.mount('\/content\/drive')\n\n<\/code><\/pre>\n<\/div>\n\u0642\u0628\u0644 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0646\u0627\u0645\u06cc\u062f.
\n\u06a9\u0647 \u0645\u0627 \u0627\u0632 Google Drive \u0628\u0631\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0627\u0632 Google Drive \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u0645
\n\u0645\u0627 \u0628\u0627 \u062c\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u0645\u0627\u0646\u0646\u062f \u0633\u06a9\u0647 \u0634\u0631\u0648\u0639 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.\n<\/p>\n
\n
image = cv2.imread('\/content\/drive\/My Drive\/AIData1051\/coinn.jpg')\n<\/code><\/pre>\n<\/div>\n\u0648 \u0628\u0639\u062f \u0627\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0635\u0648\u06cc\u0631<\/p>\n
<\/p>\n
<\/span>\n \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062c\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0627 \u0627\u0633\u062a.<\/strong>
\n<\/span><\/h2>\n1. \u062a\u0635\u0648\u06cc\u0631 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u0627\u0633\u062a \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0622\u0633\u0627\u0646\u062a\u0631 \u0634\u0648\u062f.<\/strong>\n<\/p>\n\n
gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fphknmagoun1m1yf0ph7k.png\" "\\"\\"")
<\/p>\n
2. Belle \u0628\u0627 \u062a\u0627\u0631\u06cc \u06af\u0627\u0648\u0633\u06cc \u0628\u0631\u0627\u06cc \u0633\u0631 \u0648 \u0635\u062f\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0623\u062b\u06cc\u0631 \u0628\u06af\u0630\u0627\u0631\u062f.<\/strong>\n<\/p>\n\n
blur = cv2.GaussianBlur(gray, (11, 11), 0)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fezjtktmss6nvrjcf6ffp.png\" "\\"\\"")
<\/p>\n
3. \u0644\u0628\u0647 \u0631\u0627 \u0628\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0644\u0628\u0647 Canny \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc “\u0645\u0631\u0632” \u0634\u06cc \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/strong>\n<\/p>\n\n
canny = cv2.Canny(blur, 30, 150, 3)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F463b0lfzwzk08pxhv9bt.png\" "\\"\\"")
<\/p>\n
4. \u06af\u0633\u062a\u0631\u0634 \u0644\u0628\u0647 \u0628\u0627 \u0627\u062a\u0633\u0627\u0639 \u060c \u0644\u0628\u0647 \u0647\u0627\u06cc \u0634\u06cc\u0621 \u0631\u0627 \u0648\u0627\u0636\u062d \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u06a9\u0627\u0646\u062a\u0648\u0631 \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc \u06a9\u0646\u062f<\/strong>\n<\/p>\n\n
dilated = cv2.dilate(canny, (1, 1), iterations=0)\n\n<\/code><\/pre>\n<\/div>\n<\/p>\n
5. \u0628\u0631\u0627\u06cc \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0646\u062a\u0648\u0631\u0647\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f cv2.findContours<\/code> \u062a\u0645\u0627\u0645 \u0645\u0642\u0627\u062f\u06cc\u0631 \u06a9\u0627\u0646\u062a\u0648\u0631 \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u062c\u0627\u06cc \u0645\u0631\u0632 \u0634\u06cc\u0621 \u0627\u0633\u062a \u060c \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f<\/strong>\n<\/p>\n\n
(cnt, hierarchy) = cv2.findContours(dilated.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_NONE)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fgpq1wiq5ypjm2x7dl7i8.png\" "\\"\\"")
<\/p>\n
6. \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u0642\u0627\u0628 \u0647\u0631 \u0634\u06cc \u0631\u0627 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f. \u0648 \u0634\u0645\u0627\u0631\u0634 \u0645\u0642\u062f\u0627\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0634\u062f\u0647 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634<\/strong>\n<\/p>\n\n
cv2.drawContours(rgb, cnt, -1, (0, 255, 0), 2)\nprint(\"coins in the image : \", len(cnt))\n\n<\/code><\/pre>\n<\/div>\n\u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0646\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a<\/p>\n
![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3g2c2dbeviolx3m04rha.png\" "\\"\\"")
<\/p>\n
\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0634\u06cc\u0627\u0621 \u0631\u0648\u0634\u0646 \u0648 \u0627\u0634\u062a\u0647\u0627 \u0622\u0648\u0631 \u060c \u0686\u06cc\u0632\u0647\u0627\u06cc \u062f\u0644\u067e\u0630\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u0645. <\/p>\n
<\/span>\n \u0645\u06cc\u0627\u0646 \u0648\u0639\u062f\u0647 \u0647\u0627\u06cc \u0634\u06a9\u0644\u0627\u062a\u06cc<\/strong>
\n<\/span><\/h2>\n\u0627\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u062f\u0633\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062e\u06cc\u0644\u06cc \u062e\u0648\u0628 \u063a\u0630\u0627 \u062e\u0648\u0631\u062f\u0646<\/p>\n
![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkjct5y5pfqicfpjrm9t6.png\" "\\"\\"")
<\/p>\n
\u0645\u0627 \u0645\u0627\u0646\u0646\u062f \u06af\u0630\u0634\u062a\u0647 \u0634\u0631\u0648\u0639 \u0628\u0647 \u06a9\u0627\u0631 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n
<\/span>\n \u0628\u0627 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/strong>
\n<\/span><\/h2>\n\n
# Import libraries\nimport cv2\nimport numpy as np\nimport matplotlib.pyplot as plt\nfrom google.colab import drive\ndrive.mount('\/content\/drive')\n\n<\/code><\/pre>\n<\/div>\n\u0648 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0627\u0632 Google Drive \u0628\u06cc\u0627\u0648\u0631\u06cc\u062f\n<\/p>\n
\n
image = cv2.imread('\/content\/drive\/My Drive\/AIData1051\/candy1.png')\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdf70pr95lkols5jh2zis.png\" "\\"\\"")
<\/p>\n
<\/span>\n \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062c\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0627 \u0627\u0633\u062a.<\/strong>
\n<\/span><\/h2>\n1. \u062a\u0635\u0648\u06cc\u0631 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u0627\u0633\u062a \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0622\u0633\u0627\u0646\u062a\u0631 \u0634\u0648\u062f.<\/strong>\n<\/p>\n\n
gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbjvsu2aasvztd2gij9ud.png\" "\\"\\"")
<\/p>\n
2. Belle \u0628\u0627 \u062a\u0627\u0631\u06cc \u06af\u0627\u0648\u0633\u06cc \u0628\u0631\u0627\u06cc \u0633\u0631 \u0648 \u0635\u062f\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0623\u062b\u06cc\u0631 \u0628\u06af\u0630\u0627\u0631\u062f.<\/strong>\n<\/p>\n\n
blur = cv2.GaussianBlur(gray, (11, 11), 0)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2n9l8mqq00447denjetr.png\" "\\"\\"")
<\/p>\n
3. \u0644\u0628\u0647 \u0631\u0627 \u0628\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0644\u0628\u0647 Canny \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc “\u0645\u0631\u0632” \u0634\u06cc \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/strong>\n<\/p>\n\n
canny = cv2.Canny(blur, 30, 150, 3)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fu5xnwwal4uoys3tm6ljm.png\" "\\"\\"")
<\/p>\n
4. \u06af\u0633\u062a\u0631\u0634 \u0644\u0628\u0647 \u0628\u0627 \u0627\u062a\u0633\u0627\u0639 \u060c \u0644\u0628\u0647 \u0647\u0627\u06cc \u0634\u06cc\u0621 \u0631\u0627 \u0648\u0627\u0636\u062d \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u06a9\u0627\u0646\u062a\u0648\u0631 \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc \u06a9\u0646\u062f<\/strong>\n<\/p>\n\n
dilated = cv2.dilate(canny, (1, 1), iterations=0)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2h5dib2jjbmg7xkleriq.png\" "\\"\\"")
<\/p>\n
5. \u0628\u0631\u0627\u06cc \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0646\u062a\u0648\u0631\u0647\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f cv2.findContours<\/code> \u062a\u0645\u0627\u0645 \u0645\u0642\u0627\u062f\u06cc\u0631 \u06a9\u0627\u0646\u062a\u0648\u0631 \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u062c\u0627\u06cc \u0645\u0631\u0632 \u0634\u06cc\u0621 \u0627\u0633\u062a \u060c \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f<\/strong>\n<\/p>\n\n
(cnt, hierarchy) = cv2.findContours(dilated.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_NONE)\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fk7gddo82cmzaui2xy9wu.png\" "\\"\\"")
<\/p>\n
6. \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u0642\u0627\u0628 \u0647\u0631 \u0634\u06cc \u0631\u0627 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f. \u0648 \u0634\u0645\u0627\u0631\u0634 \u0645\u0642\u062f\u0627\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0634\u062f\u0647 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634<\/strong>\n<\/p>\n\n
cv2.drawContours(rgb, cnt, -1, (0, 255, 0), 2)\nprint(\"coins in the image : \", len(cnt))\n\n<\/code><\/pre>\n<\/div>\n\u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0646\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a<\/p>\n
![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpz3taiueo170u4qe8uyd.png\" "\\"\\"")
<\/p>\n
\u0627\u06cc\u0646 \u0646\u0628\u0627\u06cc\u062f \u0631\u0648\u0634\u0646 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f. \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u06a9\u0645\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0645\u0631\u0632 \u0627\u0636\u0627\u0641\u0647 \u0634\u0648\u062f\n<\/p>\n
\n
# \u0e41\u0e1b\u0e25\u0e07\u0e20\u0e32\u0e1e\u0e40\u0e1b\u0e47\u0e19 RGB \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e0a\u0e49\u0e01\u0e31\u0e1a matplotlib\nrgb = cv2.cvtColor(image.copy(), cv2.COLOR_BGR2RGB)\n\n# \u0e27\u0e32\u0e14\u0e41\u0e15\u0e48\u0e25\u0e30 contour \u0e14\u0e49\u0e27\u0e22\u0e2a\u0e35\u0e2a\u0e38\u0e48\u0e21\nfor c in cnt:\n color = (random.randint(0, 255), random.randint(0, 255), random.randint(0, 255))\n cv2.drawContours(rgb, [c], -1, color, 2)\n\nprint(\"Objects in the image:\", len(cnt))\nplt.imshow(rgb)\nplt.title(\"Detected Objects with Random Colors\")\nplt.show()\n\n<\/code><\/pre>\n<\/div>\n![\"\u0634\u0631\u062d](\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6w5smjznuuezoclmp1cr.png\" "\\"\\"")
<\/p>\n
\u0632\u06cc\u0628\u0627 \u062a\u0631<\/p>\n
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\n<\/span><\/h2>\n\u0627\u06cc\u0646 \u06a9\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062f\u06cc\u06af\u0631 \u0627\u0634\u06cc\u0627\u0621 \u0645\u0627\u0646\u0646\u062f \u062f\u0627\u0646\u0647 \u060c \u0642\u0631\u0635 \u060c \u0642\u0631\u0635 \u06cc\u0627 \u062d\u062a\u06cc \u0642\u0637\u0639\u0627\u062a \u06a9\u0648\u0686\u06a9 \u062f\u0631 \u062e\u0637 \u062a\u0648\u0644\u06cc\u062f \u062c\u062f\u0627 \u06a9\u0631\u062f.
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<\/span>\n \u062e\u0644\u0627\u0635\u0647 \u06a9\u0631\u062f\u0646
\n<\/span><\/h2>\n\u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u0627\u0634\u06cc\u0627\u0621 \u0627\u0632 OPENCV \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0633\u0627\u0633\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a. \u06a9\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0646\u0642\u0637\u0647 \u0634\u0631\u0648\u0639 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"
\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u060c \u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 Python \u0648 OpenCV \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u0628\u0627 \u062c\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0634\u0627\u062e\u0647 \u0647\u0627 \u0645\u0627\u0646\u0646\u062f \u0634\u0645\u0627\u0631\u0634 \u062a\u0639\u062f\u0627\u062f \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u062c\u0631\u0628\u06cc \u0639\u0644\u0645\u06cc \u06cc\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0645\u06cc\u0632\u0627\u0646 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 …<\/p>\n","protected":false},"author":2,"featured_media":105199,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-105198","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/105198","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=105198"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/105198\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/105199"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=105198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=105198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=105198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}