  #!/usr/bin python3
  """ The script to run the extract process of faceswap """
  
  import logging
  import os
  import sys
  from pathlib import Path
 
</s> remove from pathlib import Path
 </s> add  </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.image import BackgroundIO
 </s> add from lib.image import ImagesLoader, ImagesSaver </s> remove from lib.queue_manager import queue_manager
 </s> add  </s> remove from scripts.fsmedia import Alignments, Images, PostProcess, Utils
 </s> add from scripts.fsmedia import Alignments, PostProcess, Utils
""" Main entry point to the extract process of FaceSwap """
  #!/usr/bin python3
""" Main entry point to the extract process of FaceSwap """
  
  import logging
  import os
  import sys
  from pathlib import Path
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