






"""simple docstring"""

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

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






def _lowerCAmelCase	(  ):

						'''simple docstring'''






						__magic_name__      ,    __magic_name__            =     get_dataset(__lowerCamelCase ,						__lowerCamelCase   )
						print("Processing..."   )
						__magic_name__      ,    __magic_name__      ,    __magic_name__            =     update_image_and_anno(__lowerCamelCase ,						__lowerCamelCase ,						__lowerCamelCase   )

						for index, image in enumerate(__lowerCamelCase   ):
												# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
												__magic_name__            =     random_chars(3_2   )
												__magic_name__            =     paths[index].split(os.sep   )[-1].rsplit("." ,						1   )[0]
												__magic_name__            =     f'''{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'''
												cva.imwrite(f'''/{file_root}.jpg''' ,						__lowerCamelCase ,						[cva.IMWRITE_JPEG_QUALITY, 8_5]   )
												print(f'''Success {index+1}/{len(__lowerCamelCase   )} with {file_name}'''   )
												__magic_name__            =     []
												for anno in new_annos[index]:
																		__magic_name__            =     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 _lowerCAmelCase	(  __lowerCamelCase:str ,						__lowerCamelCase:str   ):

						'''simple docstring'''






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

												__magic_name__            =     []
												for obj_list in obj_lists:
																		__magic_name__            =     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 _lowerCAmelCase	(  __lowerCamelCase:list ,						__lowerCamelCase:list ,						__lowerCamelCase:int = 1   ):

						'''simple docstring'''






						__magic_name__            =     []
						__magic_name__            =     []
						__magic_name__            =     []
						for idx in range(len(__lowerCamelCase   )   ):
												__magic_name__            =     []
												__magic_name__            =     img_list[idx]
												path_list.append(__lowerCamelCase   )
												__magic_name__            =     anno_list[idx]
												__magic_name__            =     cva.imread(__lowerCamelCase   )
												if flip_type == 1:
																		__magic_name__            =     cva.flip(__lowerCamelCase ,						__lowerCamelCase   )
																		for bbox in img_annos:
																								__magic_name__            =     1 - bbox[1]
																								new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]   )
												elif flip_type == 0:
																		__magic_name__            =     cva.flip(__lowerCamelCase ,						__lowerCamelCase   )
																		for bbox in img_annos:
																								__magic_name__            =     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 _lowerCAmelCase	(  __lowerCamelCase:int = 3_2   ):

						'''simple docstring'''






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


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











"""simple docstring"""

def _lowerCAmelCase	(  __lowerCamelCase:int   ):

						'''simple docstring'''






						if number < 0:
												raise ValueError("number must not be negative"   )
						return number & (number - 1) == 0


if __name__ == "__main__":
			import doctest

			doctest.testmod()



