





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

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






def 				_UpperCAmelCase			(    ):




   '''simple docstring'''

   UpperCAmelCase__						=get_dataset(snake_case__				,							snake_case__     )
   print("Processing..."     )
   UpperCAmelCase__						=update_image_and_anno(snake_case__				,							snake_case__				,							snake_case__     )

   for index, image in enumerate(snake_case__     ):
      # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
      UpperCAmelCase__						=random_chars(32     )
      UpperCAmelCase__						=paths[index].split(os.sep     )[-1].rsplit("."				,							1     )[0]
      UpperCAmelCase__						=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}"""     )
      UpperCAmelCase__						=[]
      for anno in new_annos[index]:
         UpperCAmelCase__						=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			(    A				,							A     ):




   '''simple docstring'''

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

      UpperCAmelCase__						=[]
      for obj_list in obj_lists:
         UpperCAmelCase__						=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			(    A				,							A				,							A = 1     ):




   '''simple docstring'''

   UpperCAmelCase__						=[]
   UpperCAmelCase__						=[]
   UpperCAmelCase__						=[]
   for idx in range(len(snake_case__     )     ):
      UpperCAmelCase__						=[]
      UpperCAmelCase__						=img_list[idx]
      path_list.append(snake_case__     )
      UpperCAmelCase__						=anno_list[idx]
      UpperCAmelCase__						=cva.imread(snake_case__     )
      if flip_type == 1:
         UpperCAmelCase__						=cva.flip(snake_case__				,							snake_case__     )
         for bbox in img_annos:
            UpperCAmelCase__						=1 - bbox[1]
            new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]     )
      elif flip_type == 0:
         UpperCAmelCase__						=cva.flip(snake_case__				,							snake_case__     )
         for bbox in img_annos:
            UpperCAmelCase__						=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			(    A = 32     ):




   '''simple docstring'''

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


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











"""simple docstring"""
from __future__ import annotations






def       __UpperCamelCase						(		snake_case__ , snake_case__       ):
	if len(snake_case__       ) == 0:
		return False
	A_		:    Union[str, Any]						     = len(snake_case__       ) // 2
	if a_list[midpoint] == item:
		return True
	if item < a_list[midpoint]:
		return binary_search(a_list[:midpoint] , snake_case__       )
	else:
		return binary_search(a_list[midpoint + 1 :] , snake_case__       )


if __name__ == "__main__":
							_lowerCAmelCase       =				input("Enter numbers separated by comma:\n").strip()
							_lowerCAmelCase       =				[int(item.strip()) for item in user_input.split(",")]
							_lowerCAmelCase       =				int(input("Enter the number to be found in the list:\n").strip())
							_lowerCAmelCase       =				"" if binary_search(sequence, target) else "not "
							print(F'{target} was {not_str}found in {sequence}')

