kohya_ss / tools /convert_images_to_hq_jpg.py
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import argparse
import glob
import os
from pathlib import Path
from PIL import Image
def writable_dir(target_path):
""" Check if a path is a valid directory and that it can be written to. """
path = Path(target_path)
if path.is_dir():
if os.access(path, os.W_OK):
return path
else:
raise argparse.ArgumentTypeError(f"Directory '{path}' is not writable.")
else:
raise argparse.ArgumentTypeError(f"Directory '{path}' does not exist.")
def main(directory, in_ext, quality, delete_originals):
out_ext = "jpg"
# Create the file pattern string using the input file extension
file_pattern = f"*.{in_ext}"
# Get the list of files in the directory that match the file pattern
files = glob.glob(os.path.join(directory, file_pattern))
# Iterate over the list of files
for file in files:
# Open the image file
img = Image.open(file)
# Create a new file path with the output file extension
new_path = Path(file).with_suffix(f".{out_ext}")
# Check if the output file already exists
if new_path.exists():
# Skip the conversion if the output file already exists
print(f"Skipping {file} because {new_path} already exists")
continue
# Save the image to the new file as high-quality JPEG
img.save(new_path, quality=quality, optimize=True)
# Optionally, delete the original file
if delete_originals:
os.remove(file)
if __name__ == "__main__":
# Define the command-line arguments
parser = argparse.ArgumentParser()
parser.add_argument("directory", type=writable_dir,
help="the directory containing the images to be converted")
parser.add_argument("--in_ext", type=str, default="webp",
help="the input file extension")
parser.add_argument("--quality", type=int, default=95,
help="the JPEG quality (0-100)")
parser.add_argument("--delete_originals", action="store_true",
help="whether to delete the original files after conversion")
# Parse the command-line arguments
args = parser.parse_args()
main(directory=args.directory, in_ext=args.in_ext, quality=args.quality, delete_originals=args.delete_originals)