Is it possible to compress image size without specifying the quality?

Question

What I mean by this is that "Is it possible to compress image size Intelligently without specifying How much to compress Example:- https://compressjpeg.com/

Just Like How this website compress image automatically to specific image if yes then how can I do that using python?

I read hundreds of blogs regarding this but didn't find the perfect one...Really need your help :(

What do you mean by "intelligently"? The more you compress the more detail you can loose... — Solar Mike, Jul 30 '22 at 18:32
what I mean by intelligently is that it can predict the desired amount of size by itself to get reduced Thank you — NAKSHATRA NAHAR, Jul 30 '22 at 18:34
Please edit the question to limit it to a specific problem with enough detail to identify an adequate answer. — Community, Jul 30 '22 at 21:07

score 1 · Answer 1 · answered Jul 30 '22 at 23:27

YOUR QUESTION IS:

"Is it possible to compress image size intelligently without specifying how much to compress?

If the end-user does not choose how much to compress the image, then someone else does choose.

An "intelligent" function which automatically chooses the output image size is guaranteed to be a wrapper around a function for which quality must be manually specified.

def automagically_intelligently_compress_picture(in_pic):
    # output will be 500 pixels by 680 pixels
    out_pic = manually_compress(in_pic, (500, 680))
    return out_pic

To compress pictures, you can use PIL (The Python Imaging Library).

The following code outputs photographs which are almost always smaller than 24000 bytes (24 KB, or 0.024 MB):

import math
from PIL import Image
# Note that when installing the `PIL` library,
# you must write "Pillow", not "PIL"
# EXAMPLE:    C:\Users\user>pip install Pillow

big_photo_path_string = "C:\\Users\\user\\Desktop\\rrefwf.png"
# Note that when writing paths when using
# the Microsoft Windows Operatings System:
#
# blackslash (\) is an escape sequence for strings
# For example "\n" means:
#     1. leave the program
#     2. insert a new-line character
#     3. return to program"]
#
# str.__repr__() will...
#     ... convert new-lines into slash-n ("\n")
#     ... convert carriage returns into slash-r ("\r")
#     ... convert tabs into slash-t ("\t")
#     ... et cetra

big_photo_path_string = repr(big_photo_path_string)[1:-1]
bigphoto = Image.open(big_photo_path_string)

# Establish Target Size

target_byte_count = 24000
target_pixel_count = 2.8114*target_byte_count

# Note that an image which measures
#     1920 by 1080
# pixels is approximately
#      737,581 bytes
# So we have
#     2.8114 pixels per byte

scale_factor = target_pixel_count/math.prod(bigphoto.size)

# if 
#     the image is already smaller than the target size
# then 
#     Do not enlarge the image. 
#     keep the image the same size. 

scale_factor = 1 if scale_factor > 1 else scale_factor

# set new photographs size 
# `bigphoto.size` is something like (20000, 37400)
sml_size = list(scale_factor*dim for dim in bigphoto.size)

# We cannot have two-and-a-half pixels
# convert decimal numbers into whole numbers 
sml_size = [int(number) for number in sml_size]

# cast `sml_size` to the same data-type as `bigphoto.size`
copy_constructor = type(bigphoto.size)
sml_size = copy_constructor(sml_size)

# create new photograph 
sml_photo = bigphoto.resize(sml_size, resample=Image.LANCZOS)

# The new (small/compressed) photo will have different
# name than old (large/un-compressed) photo
#
# EXAMPLE:
#     OLD NAME: my_photo.jpg
#     NEW NAME: my_photo_out.jpg

p = big_photo_path_string
parts = p.split(".")
out_path = "".join(parts[0:1]) + "_out." + parts[-1]


# save new (small) photograph
sml_photo.save(out_path, optimize=True, quality=95)

Is it possible to compress image size without specifying the quality?

1 Answers1