Basic Image Operations

Python Pillow Color Conversions

Image Manipulation

Image Filtering

Image Enhancement and Correction

Image Analysis

Advanced Topics

  • Image Module
  • Python Pillow Useful Resources

    Python Pillow - Using Image Module



    To display the image, pillow library is using an image class within it. The image module inside pillow package contains some important inbuilt functions like, load images or create new images, etc.

    Opening, rotating and displaying an image

    To load the image, we simply import the image module from the pillow and call the Image.open(), passing the image filename.

    Instead of calling the Pillow module, we will call the PIL module as to make it backward compatible with an older module called Python Imaging Library (PIL). Thats why our code starts with from PIL import Image instead of from Pillow import Image.

    Next, were going to load the image by calling the Image.open() function, which returns a value of the Image object data type. Any modification we make to the image object can be saved to an image file with the save() method. The image object we received using Image.open(), later can be used to resize, crop, draw or other image manipulation method calls on this Image object.

    Example

    Following example demonstrates the rotation of an image using python pillow −

    from PIL import Image
    #Open image using Image module
    im = Image.open("images/cuba.jpg")
    #Show actual Image
    im.show()
    #Show rotated Image
    im = im.rotate(45)
    im.show()
    

    Output

    If you save the above program as Example.py and execute, it displays the original and rotated images using standard PNG display utility, as follows −

    Actual image

    Original

    Rotated image (45 degrees)

    Rotated Image

    Attributes of Image Module

    The instance of the Image class has some attributes. Lets try to understand few of them by example −

    Image.filename

    This function is used to get the file name or the path of the image.

    >>>image = Image.open('beach1.jpg')
    >>> image.filename
    'beach1.jpg'
    

    Image.format

    This function returns file format of the image file like JPEG, BMP, PNG, etc.

    >>> image = Image.open('beach1.jpg')
    >>>
    >>> image.format
    'JPEG'
    

    Image.mode

    It is used to get the pixel format used by the image. Typical values are 1, L, RGB or CMYK.

    >>> image.mode
    'RGB'
    

    Image.size

    It returns the tuple consist of height & weight of the image.

    >>> image.size
    (1280, 721)
    

    Image.width

    It returns only the width of the image.

    >>> image.width
    1280
    

    Image.height

    It returns only the height of the image.

    >>> image.height
    721
    

    Image.info

    It returns a dictionary holding data associated with the image.

    >>> image.info
    {'jfif': 257, 'jfif_version': (1, 1), 'dpi': (300, 300), 'jfif_unit': 1, 'jfif_density': (300, 300), 'exif': b"Exif\x00\x00MM\x00*\x00\x00\x00
    ....
    ....
    \xeb\x00\x00'\x10\x00\x00\xd7\xb3\x00\x00\x03\xe8"}
    

    Image.palette

    It returns the colour palette table, if any.

    >>> image.palette
    

    Output above − None

    Advertisements