  
  import logging
  import os
  import sys
  from pathlib import Path
  
  from tqdm import tqdm
  
  from lib.image import encode_image_with_hash
  from lib.multithreading import MultiThread
 
</s> remove from lib.image import encode_image_with_hash
 </s> add from lib.image import encode_image_with_hash, ImagesLoader, ImagesSaver </s> remove from lib.queue_manager import queue_manager
 </s> add  </s> remove from lib.image import BackgroundIO
 </s> add from lib.image import ImagesLoader, ImagesSaver </s> remove """ The script to run the extract process of faceswap """
 </s> add """ Main entry point to the extract process of FaceSwap """ </s> remove from scripts.fsmedia import Alignments, Images, PostProcess, Utils
 </s> add from scripts.fsmedia import Alignments, PostProcess, Utils
  
  import logging
  import os
  import sys

  
  from tqdm import tqdm
  
  from lib.image import encode_image_with_hash
  from lib.multithreading import MultiThread
keep keep keep keep replace keep keep keep keep keep
 scripts.extract - code optimizations

Limit queue sizes to reduce RAM usage
Rename lib.image.BackgroundIO to ImageIO
Create separate ImagesLoader and ImagesSaver classes
Load/Save images from centralized lib.image.ImageIO
scripts.extract documentation 
scripts/extract.py