Image Quality Assessment
IMAGE QUALITY ASSESSMENT¶
Image Quality Analysis using "image-quality" built-in package.¶
Dependencies
Python 3.8¶
In []:
# installation
!pip install image-quality
In []:
# importing useful libraries
import imquality.brisque as brisque
import PIL.Image
import matplotlib.pyplot as plt
In []:
# image path
path = '/content/1.jpg'
# reading image
img = PIL.Image.open(path)
plt.imshow(img)
plt.axis('off')
Out[]:
lower the score better the quality of an image and vice-versa¶
In []:
# quality assessment of above image
print("image-quality {}".format(brisque.score(img)))
In []:
# image path
path = '/content/2.jpg'
# reading image
img = PIL.Image.open(path)
plt.imshow(img)
plt.axis('off')
Out[]:
lower the score better the quality of an image and vice-versa¶
In []:
# quality assessment of above image
print("image-quality {}".format(brisque.score(img)))
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