




"""simple docstring"""


import glob
import os
import random
from string import ascii_lowercase, digits

import cva
A_      			=       ''''''
A_      			=       ''''''
A_      			=       ''''''
A_      			=       1  # (0 is vertical, 1 is horizontal)


def       UpperCAmelCase__ ():
  """simple docstring"""

  _snake_case							:	Any			=						get_dataset(snake_case__	,     snake_case__					)
  print("""Processing..."""					)
  _snake_case							:	List[Any]			=						update_image_and_anno(snake_case__	,     snake_case__	,     snake_case__					)

  for index, image in enumerate(snake_case__					):
    # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
    _snake_case							:	Optional[Any]			=						random_chars(32					)
    _snake_case							:	Tuple			=						paths[index].split(os.sep					)[-1].rsplit("""."""	,     1					)[0]
    _snake_case							:	Dict			=						F"{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}"
    cva.imwrite(F"/{file_root}.jpg"	,     snake_case__	,     [cva.IMWRITE_JPEG_QUALITY, 85]					)
    print(F"Success {index+1}/{len(snake_case__					)} with {file_name}"					)
    _snake_case							:	Optional[int]			=						[]
    for anno in new_annos[index]:
      _snake_case							:	str			=						F"{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}"
      annos_list.append(snake_case__					)
    with open(F"/{file_root}.txt"	,     """w"""					) as outfile:
      outfile.write("""\n""".join(line for line in annos_list					)					)


def       UpperCAmelCase__ (snake_case__							:      str	,     snake_case__							:      str					):
  """simple docstring"""

  _snake_case							:	List[str]			=						[]
  _snake_case							:	List[str]			=						[]
  for label_file in glob.glob(os.path.join(snake_case__	,     """*.txt"""					)					):
    _snake_case							:	int			=						label_file.split(os.sep					)[-1].rsplit("""."""	,     1					)[0]
    with open(snake_case__					) as in_file:
      _snake_case							:	Union[str, Any]			=						in_file.readlines()
    _snake_case							:	int			=						os.path.join(snake_case__	,     F"{label_name}.jpg"					)

    _snake_case							:	str			=						[]
    for obj_list in obj_lists:
      _snake_case							:	Dict			=						obj_list.rstrip("""\n"""					).split(""" """					)
      boxes.append(
          [
              int(obj[0]					),
              float(obj[1]					),
              float(obj[2]					),
              float(obj[3]					),
              float(obj[4]					),
          ]					)
    if not boxes:
      continue
    img_paths.append(snake_case__					)
    labels.append(snake_case__					)
  return img_paths, labels


def       UpperCAmelCase__ (snake_case__							:      list	,     snake_case__							:      list	,     snake_case__							:      int = 1					):
  """simple docstring"""

  _snake_case							:	Dict			=						[]
  _snake_case							:	Any			=						[]
  _snake_case							:	List[Any]			=						[]
  for idx in range(len(snake_case__					)					):
    _snake_case							:	Optional[int]			=						[]
    _snake_case							:	Any			=						img_list[idx]
    path_list.append(snake_case__					)
    _snake_case							:	Tuple			=						anno_list[idx]
    _snake_case							:	Any			=						cva.imread(snake_case__					)
    if flip_type == 1:
      _snake_case							:	Optional[int]			=						cva.flip(snake_case__	,     snake_case__					)
      for bbox in img_annos:
        _snake_case							:	List[str]			=						1 - bbox[1]
        new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]					)
    elif flip_type == 0:
      _snake_case							:	List[Any]			=						cva.flip(snake_case__	,     snake_case__					)
      for bbox in img_annos:
        _snake_case							:	int			=						1 - bbox[2]
        new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]					)
    new_annos_lists.append(snake_case__					)
    new_imgs_list.append(snake_case__					)
  return new_imgs_list, new_annos_lists, path_list


def       UpperCAmelCase__ (snake_case__							:      int = 32					):
  """simple docstring"""

  assert number_char > 1, "The number of character should greater than 1"
  _snake_case							:	Dict			=						ascii_lowercase + digits
  return "".join(random.choice(snake_case__					) for _ in range(snake_case__					)					)


if __name__ == "__main__":
     main()
     print('''DONE ✅''')








"""simple docstring"""


from abc import ABC, abstractmethod
from argparse import ArgumentParser






class       lowercase(  __a				):







 '''simple docstring'''





 @staticmethod
 @abstractmethod
 def 				UpperCamelCase_     (       a_:	ArgumentParser	):




   '''simple docstring'''



   raise NotImplementedError()


 @abstractmethod
 def 				UpperCamelCase_     (       self:	List[str]	):




   '''simple docstring'''



   raise NotImplementedError()


