CODEWITHSUNDEEP
pythonpython-imaging-library
bigmac
bigmac

Reputation: 863

How to adjust the quality of a resized image in Python Imaging Library?

I am working on PIL and need to know if the image quality can be adjusted while resizing or thumbnailing an image. From what I have known is the default quality is set to 85. Can this parameter be tweaked during resizing?

I am currently using the following code:

image = Image.open(filename)
image.thumbnail((x, y), img.ANTIALIAS)

The ANTIALIAS parameter presumably gives the best quality. I need to know if we can get more granularity on the quality option.

Upvotes: 68

Views: 94004

Answers (5)

Dominic Rodger
Dominic Rodger

Reputation: 99831

Use PIL's resize method manually:

image = image.resize((x, y), Image.ANTIALIAS)  # LANCZOS as of Pillow 2.7

Followed by the save method

quality_val = 90
image.save(filename, 'JPEG', quality=quality_val)

Take a look at the source for models.py from Photologue to see how they do it.

Upvotes: 109

DenisKolodin
DenisKolodin

Reputation: 15131

Don't confuse rescaling and compression.

For the best quality you have to use both. See the following code:

from PIL import Image

image = Image.open(filename)
image.thumbnail((x, y), Image.ANTIALIAS)
image.save(filename, quality=100)

In this way I have very fine thumbs in my programs.

Upvotes: 16

jsdev
jsdev

Reputation: 672

Antialias n set quality like 90

   img = img.resize((128,128),Image.ANTIALIAS)
   img.save(os.path.join(output_dir+'/'+x,newfile),"JPEG",quality=90)

http://www.dzone.com/snippets/resize-thousands-images-python

Upvotes: 1

plaes
plaes

Reputation: 32766

One way to achieve better quality is to do the downscaling in two steps. For example if your original image is 1200x1200 and you need to resize it to 64x64 pixels, then on the first step downscale it to somewhere in the middle of these two sizes:

1200x1200 -> 600x600 -> 64x64

Upvotes: -1

jcdyer
jcdyer

Reputation: 19165

ANTIALIAS is in no way comparable to the "85" quality level. The ANTIALIAS parameter tells the thumbnail method what algorithm to use for resampling pixels from one size to another. For example, if I have a 3x3 image that looks like this:

2 2 2
2 0 2
2 2 2

and I resize it to 2x2, one algorithm might give me:

2 2
2 2

because most of the pixels nearby are 2s, while another might give me:

1 1
1 1

in order to take into account the 0 in the middle. But you still haven't begun to deal with compression, and won't until you save the image. Which is to say that in thumbnailing, you aren't dealing with gradations of quality, but with discrete algorithms for resampling. So no, you can't get finer control here.

If you save to a format with lossy compression, that's the place to specify levels of quality.

Upvotes: 48

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