




'''simple docstring'''



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

import cva
UpperCAmelCase_							:	Optional[int]	     =		''''''
UpperCAmelCase_							:	Optional[Any]	     =		''''''
UpperCAmelCase_							:	List[Any]	     =		''''''
UpperCAmelCase_							:	Any	     =		1  # (0 is vertical, 1 is horizontal)







def       _UpperCamelCase			()-> None:




     '''simple docstring'''





     __snake_case       ,     __snake_case            =	get_dataset(_lowerCamelCase ,						_lowerCamelCase						)
     print('''Processing...'''						)
     __snake_case       ,     __snake_case       ,     __snake_case            =	update_image_and_anno(_lowerCamelCase ,						_lowerCamelCase ,						_lowerCamelCase						)

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







def       _UpperCamelCase			(_lowerCamelCase				:  str ,						_lowerCamelCase				:  str						)-> tuple[list, list]:




     '''simple docstring'''





     __snake_case            =	[]
     __snake_case            =	[]
     for label_file in glob.glob(os.path.join(_lowerCamelCase ,						'''*.txt'''						)						):
          __snake_case            =	label_file.split(os.sep						)[-1].rsplit('''.''' ,						1						)[0]
          with open(_lowerCamelCase						) as in_file:
               __snake_case            =	in_file.readlines()
          __snake_case            =	os.path.join(_lowerCamelCase ,						f'''{label_name}.jpg'''						)

          __snake_case            =	[]
          for obj_list in obj_lists:
               __snake_case            =	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(_lowerCamelCase						)
          labels.append(_lowerCamelCase						)
     return img_paths, labels







def       _UpperCamelCase			(_lowerCamelCase				:  list ,						_lowerCamelCase				:  list ,						_lowerCamelCase				:  int = 1						)-> tuple[list, list, list]:




     '''simple docstring'''





     __snake_case            =	[]
     __snake_case            =	[]
     __snake_case            =	[]
     for idx in range(len(_lowerCamelCase						)						):
          __snake_case            =	[]
          __snake_case            =	img_list[idx]
          path_list.append(_lowerCamelCase						)
          __snake_case            =	anno_list[idx]
          __snake_case            =	cva.imread(_lowerCamelCase						)
          if flip_type == 1:
               __snake_case            =	cva.flip(_lowerCamelCase ,						_lowerCamelCase						)
               for bbox in img_annos:
                    __snake_case            =	1 - bbox[1]
                    new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]						)
          elif flip_type == 0:
               __snake_case            =	cva.flip(_lowerCamelCase ,						_lowerCamelCase						)
               for bbox in img_annos:
                    __snake_case            =	1 - bbox[2]
                    new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]						)
          new_annos_lists.append(_lowerCamelCase						)
          new_imgs_list.append(_lowerCamelCase						)
     return new_imgs_list, new_annos_lists, path_list







def       _UpperCamelCase			(_lowerCamelCase				:  int = 32						)-> str:




     '''simple docstring'''





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


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












'''simple docstring'''



def       _UpperCamelCase			(_lowerCamelCase				:  int ,						_lowerCamelCase				:  int ,						_lowerCamelCase				:  int						)-> float:




     '''simple docstring'''





     __snake_case            =	(num_of_terms / 2) * (2 * first_term + (num_of_terms - 1) * common_diff)
     # formula for sum of series
     return total







def       _UpperCamelCase			()-> str:




     '''simple docstring'''





     print(sum_of_series(1 ,						1 ,						10						)						)


if __name__ == "__main__":
     import doctest

     doctest.testmod()






