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April 23, 2023 15:35
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Compress images to ~100kb
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import os | |
from PIL import Image | |
import shutil | |
import io | |
def get_image_size(image, quality=95): | |
buffer = io.BytesIO() | |
image.save(buffer, format='JPEG', optimize=True, quality=quality) | |
return len(buffer.getvalue()) // 1024 | |
def resize_image(source_folder, target_folder, min_target_kb=90, max_target_kb=110): | |
if not os.path.exists(target_folder): | |
os.makedirs(target_folder) | |
for filename in os.listdir(source_folder): | |
if filename.endswith(('.jpg', '.jpeg', '.png')): | |
file_path = os.path.join(source_folder, filename) | |
new_filename = f"resized_{filename}" | |
new_file_path = os.path.join(target_folder, new_filename) | |
image = Image.open(file_path) | |
# Initial resizing | |
aspect_ratio = float(image.width) / float(image.height) | |
new_width = int((max_target_kb * 1024) ** 0.5) | |
new_height = int(new_width / aspect_ratio) | |
resized_image = image.resize((new_width, new_height), Image.ANTIALIAS) | |
# Fine-tuning dimensions | |
current_size_kb = get_image_size(resized_image) | |
while current_size_kb < min_target_kb: | |
new_width += 1 | |
new_height = int(new_width / aspect_ratio) | |
resized_image = image.resize((new_width, new_height), Image.ANTIALIAS) | |
current_size_kb = get_image_size(resized_image) | |
if image.mode in ("RGBA", "P"): | |
resized_image = resized_image.convert("RGB") | |
resized_image.save(new_file_path, optimize=True, quality=95) | |
source_folder = 'C:/Users/User/Desktop/images_pre' | |
target_folder = 'C:/Users/User/Desktop/images_post' | |
resize_image(source_folder, target_folder) |
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