  from lib.faces_detect import DetectedFace
  from lib.gpu_stats import GPUStats
  from lib.multithreading import MultiThread, total_cpus
  from lib.queue_manager import queue_manager
  from lib.utils import FaceswapError, get_folder, get_image_paths, hash_image_file
  from plugins.extract.pipeline import Extractor
  from plugins.plugin_loader import PluginLoader
  
  logger = logging.getLogger(__name__)  # pylint: disable=invalid-name
  
 
</s> remove from lib.queue_manager import queue_manager
from lib.utils import cv2_read_img, get_folder, get_image_paths, set_system_verbosity
 </s> add from lib.queue_manager import queue_manager  # noqa pylint:disable=unused-import
from lib.utils import get_folder, get_image_paths, set_system_verbosity </s> remove from lib.utils import get_folder, hash_encode_image, deprecation_warning
 </s> add from lib.utils import get_folder, deprecation_warning </s> remove from lib.training_data import TrainingDataGenerator, stack_images
 </s> add from lib.training_data import TrainingDataGenerator
from lib.utils import FaceswapError, get_folder, get_image_paths
  from lib.faces_detect import DetectedFace
  from lib.gpu_stats import GPUStats
  from lib.multithreading import MultiThread, total_cpus
  from lib.queue_manager import queue_manager
from lib.utils import FaceswapError, get_folder, get_image_paths
  from plugins.extract.pipeline import Extractor
  from plugins.plugin_loader import PluginLoader
  
  logger = logging.getLogger(__name__)  # pylint: disable=invalid-name
  
keep keep keep keep replace keep keep keep keep keep
 Optimize Data Augmentation (#881)

* Move image utils to lib.image
* Add .pylintrc file
* Remove some cv2 pylint ignores
* TrainingData: Load images from disk in batches
* TrainingData: get_landmarks to batch
* TrainingData: transform and flip to batches
* TrainingData: Optimize color augmentation
* TrainingData: Optimize target and random_warp
* TrainingData - Convert _get_closest_match for batching
* TrainingData: Warp To Landmarks optimized
* Save models to threadpoolexecutor
* Move stack_images, Rename ImageManipulation. ImageAugmentation Docstrings
* Masks: Set dtype and threshold for lib.masks based on input face
* Docstrings and Documentation 
scripts/convert.py