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from PIL.Image import Image as PILImage | |
from math import sqrt | |
def resize_image(image: PILImage, ideal_number_of_pixels: int = 512**2) -> PILImage: | |
image_number_of_pixels = image.width * image.height | |
image_scaling_factor = sqrt(ideal_number_of_pixels / image_number_of_pixels) | |
new_width = round(image.width * image_scaling_factor) | |
new_height = round(image.height * image_scaling_factor) | |
image = image.resize((new_width, new_height)) | |
return image | |