


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

import cva
UpperCAmelCase					:  Optional[int]			=						''
UpperCAmelCase					:  int			=						''
UpperCAmelCase					:  Dict			=						''
UpperCAmelCase					:  str			=						1  # (0 is vertical, 1 is horizontal)






def      __lowerCamelCase		(				):





			'''simple docstring'''




			lowerCamelCase  						=   get_dataset(SCREAMING_SNAKE_CASE__   ,				SCREAMING_SNAKE_CASE__	)
			print("""Processing..."""	)
			lowerCamelCase  						=   update_image_and_anno(SCREAMING_SNAKE_CASE__   ,				SCREAMING_SNAKE_CASE__   ,				SCREAMING_SNAKE_CASE__	)

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






def      __lowerCamelCase		(				lowerCamelCase__						:		List[Any]   ,				lowerCamelCase__						:		Dict	):





			'''simple docstring'''




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

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






def      __lowerCamelCase		(				lowerCamelCase__						:		Tuple   ,				lowerCamelCase__						:		List[Any]   ,				lowerCamelCase__						:		Optional[Any] = 1	):





			'''simple docstring'''




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






def      __lowerCamelCase		(				lowerCamelCase__						:		Tuple = 32	):





			'''simple docstring'''




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


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





'''simple docstring'''


def 			snake_case_   (  SCREAMING_SNAKE_CASE__							,      SCREAMING_SNAKE_CASE__     ):







				"""simple docstring"""





				return int((input_a, input_a).count(0     ) != 0     )







def 			snake_case_   (  ):







				"""simple docstring"""





				assert nand_gate(0							,      0     ) == 1
				assert nand_gate(0							,      1     ) == 1
				assert nand_gate(1							,      0     ) == 1
				assert nand_gate(1							,      1     ) == 0


if __name__ == "__main__":
				print(nand_gate(0, 0))
				print(nand_gate(0, 1))
				print(nand_gate(1, 0))
				print(nand_gate(1, 1))




