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Jaya chandrika reddy
Jaya chandrika reddy

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OpenCV Basics

Want to combine two images using just a line of code? Or wanna blur an image? Lets find out how!

In this Article (Click to skip to that topic):

  • [Blend images: What is it?]
  • [Code to Blend]
  • [Methods to Blur an Image ]
  • [Code to Blur Image]

Blend images: What is it?

Blending images in opencv, is combining to images of same size. So we have to remember to resize those two images to same size(which will be shown in the code later).

Using this, we can make pretty cool posters, wallpapers, beautiful creations in your imaginations and many more...

So lets learn how to do it in a simple way

bigarr=np.arange(0, 10).reshape((2,5))
bigarr

#'arange' gives an array withn values from 0 to 9, 'reshapes' converts into a matrix of 2x5
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Output:

array([[0, 1, 2, 3, 4],
[5, 6, 7, 8, 9]])

bigarr[:, 2]

#Here only column 2 is considered but not row as colon(:) is mentioned
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Output:

array([2, 7])

For more practice on Numpy visit

 https://numpy.org/devdocs/user/quickstart.html
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## Display Image in Opencv using Numpy

Now,how to open or show an image using our numpy knowledge:

We use libraries

  • PIL(Python Imaging Library)

  • Matplotlib( For visualization) and import Image from PIL

Image.open(image file path)       

# Opens and identifies the given image file
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Each pixel has a shape.

For Eg:(1080,1080,3)which is (pixel height,pixel width,color channels)
The 3 color channels are red,green and blue(RGB).

plt.imshow                         

# Displays the image
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Example

import numpy as np
import matplotlib.pyplot as plt 
%matplotlib inline
from PIL import Image
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img=Image.open(r'C:\Desktop\image.jpg') 

# Opens Image
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img

#To Preview Image
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Alt Text

Each pixel has a shape.

For Eg:(1080,1080,3) which is (pixel height,pixel width,color channels).

The 3 color channels are red,green and blue(RGB).

plt.imshow             

# Displays the image
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Example:


img_array=np.asarray(img)

# Converting image into array of values
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img_array.shape

# Displaying the shape of the array
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Output:

(1080,1920,3)

plt.imshow(img_array)

# Displaying array into Image  
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What if only one channel is used in displaying image instead all 3 in RGB?

plt.imshow(array[:,:,0])           # Displays image with only Red channel.

plt.imshow(array[:,:,1])           # Displays image with only Green channel.

plt.imshow(array[:,:,2])           # Displays image with only Blue channel.
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## Gray Image using Numpy

What if we want a gray image like in old movies?

The parameter cmap=โ€™grayโ€™ is used to convert color images into a gray image.

plt.imshow(array[:,:,0],cmap=โ€™grayโ€™) 

# Displays image with grayscale values.
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Example

plt.imshow(img_array[:,:,0])

#Displaying only RED channel in RGB. Replace 0 with 1 for Green and 2 for Blue Channel. 
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plt.imshow(img_array[:,:,0],cmap='gray')

#Converting the color image into grayscale using cmap
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For more code on fliping, resizing etc visit the blog, follow the Instagram page mentioned below ๐Ÿ˜„

If you are building a project or wanna upgrade your skills for the job or just excited to build cool stuff, learn opencv easily and quickly from Instagram page code_voyager:

https://www.instagram.com/p/B_5ey22pLu_/?igshid=1t6k2adh9a9zk

Or more detailed version feel free to visit ๐Ÿ˜„:
https://jayachandrika.com/computer-vision-images

Looking forward for you to join us!๐Ÿ˜Š

Top comments (12)

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developertharun profile image
Tharun Shiv

Good one, you can try creating custom Cover Images, would look better.. Just a suggestion๐Ÿ˜Š

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developertharun profile image
Tharun Shiv

Also, include code formatting for python in your posts. ๐Ÿ˜Š

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chandrika56 profile image
Jaya chandrika reddy

Sure, will do it soon, thanks for the suggestion๐Ÿ˜„

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chandrika56 profile image
Jaya chandrika reddy

Sure, thank you for your valuable suggestion :)

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developertharun profile image
Tharun Shiv

๐Ÿ™‚all the best

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chandrika56 profile image
Jaya chandrika reddy

Thank you Mr.Tharun

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venkat121998 profile image
venkat anirudh

Are you planning to write more on projects like Motion detection?

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developertharun profile image
Tharun Shiv

Yeah that would be helpful

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chandrika56 profile image
Jaya chandrika reddy

Will upload soon enough ๐Ÿ˜Š

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chandrika56 profile image
Jaya chandrika reddy

Yes would post new article on it soon Venkat โ˜บ๏ธ

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praveenreddy1798 profile image
praveenreddy1798

Good article..

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chandrika56 profile image
Jaya chandrika reddy

Thank you Mr.Praveen