diffusion-posterior-sampling/bkse/generic_deblur.py

import argparse

import cv2
import yaml
from models.deblurring.joint_deblur import JointDeblur


def main():
    parser = argparse.ArgumentParser(description="Kernel extractor testing")

    parser.add_argument("--image_path", action="store", help="image path", type=str, required=True)
    parser.add_argument("--save_path", action="store", help="save path", type=str, default="res.png")
    parser.add_argument("--yml_path", action="store", help="yml path", type=str, required=True)

    args = parser.parse_args()

    # Initializing mode
    with open(args.yml_path, "rb") as f:
        opt = yaml.safe_load(f)
    model = JointDeblur(opt)

    blur_img = cv2.cvtColor(cv2.imread(args.image_path), cv2.COLOR_BGR2RGB)
    sharp_img = model.deblur(blur_img)

    cv2.imwrite(args.save_path, sharp_img)


main()