Watermark image using opencv in python

Hi, today we are going to learn how to add an image watermark to another image. We will use OpenCV to perform various type of image operations. We make this tutorial very easy to learn.

Add watermark to Image in Python using OpenCV

watermark image in python using opencv

watermark image in python using openCV

Requirements:

  • Numpy library
  • OpenCV library

here we use:

  • Main image: ‘flower.jpg’

    image for watermarking in python

    flower.jpg

  • Logo image: ‘logo.png’

    png image to watermark in Python

    logo.png

Code : Python program to watermark an image using openCV

import cv2
import numpy as np
#importing the main image
image = cv2.imread('floWer.jpg')
oH,oW = image.shape[:2]
image = np.dstack([image, np.ones((oH,oW), dtype="uint8") * 255])


#importing the logo image
lgo_img = cv2.imread('logo.png',cv2.IMREAD_UNCHANGED)


#Resizing the image
scl = 10
w = int(lgo_img.shape[1] * scl / 100)
h = int(lgo_img.shape[0] * scl / 100)
dim = (w,h)
lgo = cv2.resize(lgo_img, dim, interpolation = cv2.INTER_AREA)
lH,lW = lgo.shape[:2]


#Blending
ovr = np.zeros((oH,oW,4), dtype="uint8")
ovr[oH - lH - 60:oH - 60, oW - lW - 10:oW - 10] = lgo
final = image.copy()
final = cv2.addWeighted(ovr,0.5,final,1.0,0,final)


# ShoWing the result
cv2.imshow("Combine Image",final)
cv2.waitKey(0)
cv2.destroyAllWindows()

Output:



image after watermarking in Python

final output image

 

Explanation:

  • In the first section, we import the libraries.
  • Then we import the Main image (‘Flower.jpg’). And stored into ‘image’ variable.
  • We take the Height and Width into the ‘oH’,‘oW’ variable.
  • Then we create a stack array in sequence depthwise of the image.
  • Next, we import the logo image (‘logo.png’). And stored into ‘lgo_img’ variable.
  • We resize the logo image with the help of scale. Here we scale the logo image by 20%.
  • Then we take the height and width of the scaled logo image in to ‘lH’,’lW’ variable.
  • We create a ‘ovr’¬†NumPy zero array with the size of the main image.
  • In this ‘ovr’ array we put the logo image into the given position. Here it is the right-bottom corner.
  • We create a ‘final’ variable and keep the duplicate/copy of the main image.
  • Then we blend the ‘ovr’ and ‘final’ with with ‘final’ image.
  • Finally, we get our desired Output image with watermark.

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