



"""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 	UpperCAmelCase     (		):

		'''simple docstring'''


		_UpperCAmelCase ,					_UpperCAmelCase							 =		get_dataset(A     ,				A       )
		print('Processing...'       )
		_UpperCAmelCase ,					_UpperCAmelCase ,					_UpperCAmelCase							 =		update_image_and_anno(A     ,				A     ,				A       )

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




def 	UpperCAmelCase     (		A	:						str     ,				A	:						str       ):

		'''simple docstring'''


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




def 	UpperCAmelCase     (		A	:						list     ,				A	:						list     ,				A	:						int = 1       ):

		'''simple docstring'''


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




def 	UpperCAmelCase     (		A	:						int = 32       ):

		'''simple docstring'''


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


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







"""simple docstring"""





import os




def 	UpperCAmelCase     (		):

		'''simple docstring'''


		_UpperCAmelCase							 =		os.path.join(os.path.dirname(A       )     ,				'num.txt'       )
		with open(A       ) as file_hand:
				return str(sum(int(A       ) for line in file_hand       )       )[:10]


if __name__ == "__main__":
					print(solution())


