ImageKit

A python package for basic image processing, which focuses on beginners to get working on images.

1. Installing Package

pip install Image-Kit

Requirement already satisfied: Image-Kit in /srv/conda/lib/python3.6/site-packages (0.1.0)
Requirement already satisfied: Pillow in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (6.0.0)
Requirement already satisfied: matplotlib in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (3.0.3)
Requirement already satisfied: numpy in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (1.16.3)
Requirement already satisfied: scipy in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (1.2.1)
Requirement already satisfied: cycler>=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (0.10.0)
Requirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (1.0.1)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (2.4.0)
Requirement already satisfied: python-dateutil>=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (2.8.0)
Requirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler>=0.10->matplotlib->Image-Kit) (1.12.0)
Requirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib->Image-Kit) (40.8.0)

or

pip install git+https://github.com/syamkakarla98/Image-Kit.git

Collecting git+https://github.com/syamkakarla98/Image-Kit.git
  Cloning https://github.com/syamkakarla98/Image-Kit.git to /tmp/pip-req-build-6aa9lngi
Requirement already satisfied (use --upgrade to upgrade): Image-Kit==1.0.0 from git+https://github.com/syamkakarla98/Image-Kit.git in /srv/conda/lib/python3.6/site-packages
Requirement already satisfied: numpy in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (1.16.3)
Requirement already satisfied: matplotlib in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (3.0.3)
Requirement already satisfied: Pillow in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (6.0.0)
Requirement already satisfied: scipy in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (1.2.1)
Requirement already satisfied: cycler>=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (0.10.0)
Requirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (1.0.1)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (2.4.0)
Requirement already satisfied: python-dateutil>=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (2.8.0)
Requirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler>=0.10->matplotlib->Image-Kit==1.0.0) (1.12.0)
Requirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib->Image-Kit==1.0.0) (40.8.0)
Building wheels for collected packages: Image-Kit
  Building wheel for Image-Kit (setup.py) ... �[?25ldone
�[?25h  Stored in directory: /tmp/pip-ephem-wheel-cache-jfihyo34/wheels/86/91/2c/89b389a7ca0e7839e1b079068e5f48751c0f1acba07f84bb59
Successfully built Image-Kit
Note: you may need to restart the kernel to use updated packages.

2. Importing Package

from ImageKit import ImgKit as i

3. Imformation about package

help(i)

Help on module ImageKit.ImgKit in ImageKit:

NAME
    ImageKit.ImgKit

FUNCTIONS
    get_band(img, band)
    
    get_pixels(img)
    
    get_properties(img)
    
    im2bw(img)
    
    imread(filename)
        Summary: Reads a iamge file and return an object.
            
        Args: filename.
            
        Returns: An object of an image.
    
    imrotate(img, degrees)
    
    imsave(img, filename)
    
    imshow(img)
        Summary: displays a iamge file and return an object.
        
        Args: filename.
    
    plot_signature(img)
    
    resize(img, s)

FILE
    /srv/conda/lib/python3.6/site-packages/ImageKit/ImgKit.py

4. Downloading a sample image

import urllib
urllib.request.urlretrieve("https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcS3kf6ZTospvdkbQ0G6xVraiA0tOTx8zrUDrP0aIsJ0cYLRb5nKag","fun.jpg")

('fun.jpg', <http.client.HTTPMessage at 0x7f82ccd712b0>)

5. Read the image

x = i.imread('fun.jpg')

6.. Display the image

i.imshow(x)

7. Description of the image

desc = i.get_properties(x)
for name, value in zip(desc.keys(), desc.values()):
    print("%10s  => %1s"%(str(name), str(value)))

  filename  => fun.jpg
    format  => JPEG
      mode  => RGB
dimensions  => (158, 319, 3)

8. Resize the image

x1 = i.resize(x, (700, 500))
i.imshow(x1)

9. Save the image

i.imsave(x1, 'new_fun.jpg')

10. Rotating the image

i.imshow(i.imrotate(x, 92))

11. Converting image to grayscale

i.imshow(i.im2bw(x))

12. Extract pixels from the image

i.get_pixels(i.resize(x, (5, 5)))

[(64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (35, 140, 170),
 (65, 66, 71),
 (64, 65, 70),
 (64, 65, 70),
 (65, 66, 71),
 (255, 215, 81),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (65, 66, 71),
 (97, 90, 167),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (64, 65, 70),
 (54, 72, 58),
 (64, 65, 70)]

13. Extracting bands from the image

i.imshow(i.get_band(x, 'r'))
i.imshow(i.get_band(x, 'g'))
i.imshow(i.get_band(x, 'b'))

14. Pixel signature of the image

i.plot_signature(x)

Thank You

Do star the repository, if you like it.