





from pathlib import Path

import cva
import numpy as np
from matplotlib import pyplot as plt







def    _lowerCamelCase  (__lowerCamelCase  :     np.ndarray					,  __lowerCamelCase  :     np.ndarray					,  __lowerCamelCase  :     np.ndarray					,  __lowerCamelCase  :     int					,  __lowerCamelCase  :     int     )   ->    np.ndarray:
			a__     = cva.getAffineTransform(UpperCamelCase__					,  UpperCamelCase__     )
			return cva.warpAffine(UpperCamelCase__					,  UpperCamelCase__					,  (rows, cols)     )


if __name__ == "__main__":
		# read original image
		lowerCAmelCase_   :   List[Any]       =					cva.imread(
		    str(Path(__file__).resolve().parent.parent / "image_data" / "lena.jpg")
		)
		# turn image in gray scale value
		lowerCAmelCase_   :   Dict       =					cva.cvtColor(image, cva.COLOR_BGR2GRAY)
		# get image shape
		lowerCAmelCase_   :   List[Any]       =					gray_img.shape

		# set different points to rotate image
		lowerCAmelCase_   :   List[Any]       =					np.array([[50, 50], [200, 50], [50, 200]], np.floataa)
		lowerCAmelCase_   :   List[Any]       =					np.array([[10, 100], [200, 50], [100, 250]], np.floataa)
		lowerCAmelCase_   :   Tuple       =					np.array([[50, 50], [150, 50], [120, 200]], np.floataa)
		lowerCAmelCase_   :   Optional[int]       =					np.array([[10, 100], [80, 50], [180, 250]], np.floataa)

		# add all rotated images in a list
		lowerCAmelCase_   :   List[str]       =					[
		    gray_img,
		    get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
		    get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
		    get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
		]

		# plot different image rotations
		lowerCAmelCase_   :   Optional[int]       =					plt.figure(1)
		lowerCAmelCase_   :   Optional[Any]       =					['Original', 'Rotation 1', 'Rotation 2', 'Rotation 3']
		for i, image in enumerate(images):
				plt.subplot(2, 2, i + 1), plt.imshow(image, "gray")
				plt.title(titles[i])
				plt.axis("off")
				plt.subplots_adjust(left=0.0, bottom=0.05, right=1.0, top=0.95)
		plt.show()










'''simple docstring'''


def    _lowerCamelCase  (__lowerCamelCase  :     int = 400_0000     )   ->    int:
			a__     = [0, 1]
			a__     = 0
			while fib[i] <= n:
						fib.append(fib[i] + fib[i + 1]     )
						if fib[i + 2] > n:
									break
						i += 1
			a__     = 0
			for j in range(len(__lowerCamelCase     ) - 1     ):
						if fib[j] % 2 == 0:
									total += fib[j]

			return total


if __name__ == "__main__":
		print(f"""{solution() = }""")



