OpenCV is the best library for image processing. Using it you can manipulate any images. To do so it has many inbuilt functions for it. In this entire tutorial, you will learn how to apply cv2 addweighted function for adding two images.
Syntax of the cv2 addwighted function
Before going to the coding demonstration let’s know the syntax for the cv2 addweighted method.
cv2.addWeighted(src1, alpha, src2, beta,y)
Here src1 is the path for the first image and scr2 is the path for the second image. The alpha and beta are the constant or weight for the first and second image respectively. The “y” is some constant. The above function follows the below equation.
Steps to Implement cv2 addweighted method
In this entire section, you will learn how to apply cv2 addwighted method for joining two images in a single image. Just follow the steps for deep understanding.
Step 1: Import required packages
The first step is to import all the necessary libraries that require for this tutorial. Here In this example, I am using only OpenCV python packages. So let’s import it using the import statement.
Step 2: Read the images
The second step is to read the image. Here I will read two images. One for the parent image and the other image for merging it with the parent image.
In OpenCV, you can read the image using the cv2.imread() method. Use the below lines of code to read the two images.
img1 = cv2.imread("bird.jpg",1) img2 = cv2.imread("bird2.jpg",1)
Make sure the image should be of the same size. otherwise, it will produce an error. In our example, the images are of different sizes. So I am resizing the second image to the same dimension as the first image using the cv2.resize() method.’
Here 1 is used to read the colored image. If you will 0 then it will read the image as a gray image.
Step 3: Implement the cv2 addweighted method
After reading the two images let’s implement the cv2.addweighted() method by passing the two input images as an argument to the function. Here you have to also define the weightage for each image that is alpha and beta. In this example, I am setting the alpha value to 0.3 and the beta value to 0.7. The constant y is 0. Add the following line of code to continue.
img = cv2.addWeighted(img1,0.3,img2_resized,0.7,0)
Step 4: Show the image
Now after adding two images in one image. Let’s display it and compare it with the two images. In OpenCV, You can show the images using the cv2.imshow() method.
cv2.imshow("First Image",img1) cv2.imshow("Second Image",img2_resized) img = cv2.addWeighted(img1,0.3,img2_resized,0.7,0) cv2.imshow("Added Image",img)
The cv2 addwighted() is very useful if you want to merge two or more images in one image. These are the steps to implement the cv2.addwighted method in python. I hope you have liked this article. If you have any queries then you can contact us for more help. You can also subscribe to us for getting updates on new tutorials directly in your inbox.
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