instruct-pix2pix / dataset_creation /prepare_dataset.py
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import json
from argparse import ArgumentParser
from pathlib import Path
from tqdm.auto import tqdm
def main():
parser = ArgumentParser()
parser.add_argument("dataset_dir")
args = parser.parse_args()
dataset_dir = Path(args.dataset_dir)
seeds = []
with tqdm(desc="Listing dataset image seeds") as progress_bar:
for prompt_dir in dataset_dir.iterdir():
if prompt_dir.is_dir():
prompt_seeds = [image_path.name.split("_")[0] for image_path in sorted(prompt_dir.glob("*_0.jpg"))]
if len(prompt_seeds) > 0:
seeds.append((prompt_dir.name, prompt_seeds))
progress_bar.update()
seeds.sort()
with open(dataset_dir.joinpath("seeds.json"), "w") as f:
json.dump(seeds, f)
if __name__ == "__main__":
main()