text: import shutil 
  import imghdr  
  import os
  from PIL import Image
  import logging 
  from src.utils.common import create_directories  
  
  
  def validate_image(config: dict)->None:
      PARENT_DIR=os.path.join(
          config["data"]["unzip_data_dir"],
          config["data"]["parent_data_dir"])
      BAD_DATA_DIR=os.path.join(
          config["data"]["unzip_data_dir"],
          config["data"]["bad_data_dir"])
      create_directories([BAD_DATA_DIR])
  
      for dirs in os.listdir(PARENT_DIR):
          full_path_data_dir=os.path.join(PARENT_DIR,dirs)
          for imgs in os.listdir(full_path_data_dir):
              path_to_img=os.path.join(full_path_data_dir,imgs)
              try:
                  img=Image.open(path_to_img)
                  img.verify()
  
                  if len(img.getbands())!=3 or imghdr.what(path_to_img) not in ['jpeg','png']:
                      bad_data_path=os.path.join(BAD_DATA_DIR, imgs)
                      shutil.move(path_to_img,bad_data_path)
                      logging.info(f"{path_to_img} not of expected format")
                      continue 
              except Exception as e:
                  logging.info(f"{path_to_img} not of expected format")  
                  bad_data_path=os.path.join(BAD_DATA_DIR, imgs)
                  shutil.move(path_to_img, bad_data_path)
                  logging.info(f"moved bad file from {path_to_img} to {bad_data_path}")
                  logging.exception(e)
  