



"""simple docstring"""


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

import cva
snake_case_				     =       """"""
snake_case_				     =       """"""
snake_case_				     =       """"""
snake_case_				     =       1  # (0 is vertical, 1 is horizontal)

def  _lowerCAmelCase      (   ):
						UpperCAmelCase      ,    UpperCAmelCase             = get_dataset(lowercase_		,	lowercase_						)
						print('Processing...'						)
						UpperCAmelCase      ,    UpperCAmelCase      ,    UpperCAmelCase             = update_image_and_anno(lowercase_		,	lowercase_		,	lowercase_						)

						for index, image in enumerate(lowercase_						):
												# 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"""		,	lowercase_		,	[cva.IMWRITE_JPEG_QUALITY, 85]						)
												print(F"""Success {index+1}/{len(lowercase_						)} 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(lowercase_						)
												with open(F"""/{file_root}.txt"""		,	'w'						) as outfile:
																		outfile.write('\n'.join(line for line in annos_list						)						)

def  _lowerCAmelCase      (   lowercase_		,	lowercase_						):
						UpperCAmelCase             = []
						UpperCAmelCase             = []
						for label_file in glob.glob(os.path.join(lowercase_		,	'*.txt'						)						):
												UpperCAmelCase             = label_file.split(os.sep						)[-1].rsplit('.'		,	1						)[0]
												with open(lowercase_						) as in_file:
																		UpperCAmelCase             = in_file.readlines()
												UpperCAmelCase             = os.path.join(lowercase_		,	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(lowercase_						)
												labels.append(lowercase_						)
						return img_paths, labels

def  _lowerCAmelCase      (   lowercase_		,	lowercase_		,	lowercase_ = 1						):
						UpperCAmelCase             = []
						UpperCAmelCase             = []
						UpperCAmelCase             = []
						for idx in range(len(lowercase_						)						):
												UpperCAmelCase             = []
												UpperCAmelCase             = img_list[idx]
												path_list.append(lowercase_						)
												UpperCAmelCase             = anno_list[idx]
												UpperCAmelCase             = cva.imread(lowercase_						)
												if flip_type == 1:
																		UpperCAmelCase             = cva.flip(lowercase_		,	lowercase_						)
																		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(lowercase_		,	lowercase_						)
																		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(lowercase_						)
												new_imgs_list.append(lowercase_						)
						return new_imgs_list, new_annos_lists, path_list

def  _lowerCAmelCase      (   lowercase_ = 32						):
						assert number_char > 1, "The number of character should greater than 1"
						UpperCAmelCase             = ascii_lowercase + digits
						return "".join(random.choice(lowercase_						) for _ in range(lowercase_						)						)


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






"""simple docstring"""




from __future__ import annotations

_a      :		List[str]           =   10





def 							SCREAMING_SNAKE_CASE     (			_lowerCamelCase						:       list[int]	)       ->      list[int]:
  _lowerCAmelCase						:       Optional[int]  			=     1
  _lowerCAmelCase						:       Union[str, Any]  			=     max(_lowerCamelCase	)
  while placement <= max_digit:
    # declare and initialize empty buckets
    _lowerCAmelCase						:       list[list]  			=     [[] for _ in range(_lowerCamelCase	)]
    # split list_of_ints between the buckets
    for i in list_of_ints:
      _lowerCAmelCase						:       Tuple  			=     int((i / placement) % RADIX	)
      buckets[tmp].append(_lowerCamelCase	)
    # put each buckets' contents into list_of_ints
    _lowerCAmelCase						:       List[str]  			=     0
    for b in range(_lowerCamelCase	):
      for i in buckets[b]:
        _lowerCAmelCase						:       Any  			=     i
        a += 1
        # move to next
    placement *= RADIX
  return list_of_ints


if __name__ == "__main__":
     import doctest

     doctest.testmod()




