text: import os, re
  import moviepy.video.io.ImageSequenceClip
  image_folder='Upscaled'
  fps=30
  
  image_files = [image_folder+'/'+img for img in os.listdir(image_folder) if img.endswith(".jpg")]
  
  image_files.sort(key=lambda f: int(re.sub('\D', '', f)))
  
  clip = moviepy.video.io.ImageSequenceClip.ImageSequenceClip(image_files, fps=fps)
  clip.write_videofile('video_without_audio.mp4')