code: def __init__(self):
      self.FLAGS = ArgsParser().parse_args()
      self.config = load_config(self.FLAGS.config)
      self.config = override_config(
          self.config, options=self.FLAGS.override
      )
      self.output_dir = self.config["Global"]["output_dir"]
      if not os.path.exists(self.output_dir):
          os.mkdir(self.output_dir)
      self.logger = get_logger(
          log_file="{}/predict.log".format(self.output_dir)
      )
  
      self.text_drawer = text_drawers.StdTextDrawer(self.config)
  
      predictor_method = self.config["Predictor"]["method"]
      assert predictor_method is not None
      self.predictor = getattr(predictors, predictor_method)(
          self.config
      )
  
file_path: PaddleOCR/StyleText/engine/synthesisers.py
imports: import os
  import numpy
  import cv2
  from utils.config import ArgsParser, load_config, override_config
  from utils.logging import get_logger
  from engine import style_samplers, corpus_generators, text_drawers, predictors, writers
label_desc: Use image node_id 1 to create a new ImageSynthesiser object from inherited base classes: object with example: obj = ImageSynthesiser()