

'''simple docstring'''

import numpy as np
from PIL import Image

def 				__UpperCamelCase							(	lowercase__						:  np.array ):






     '''simple docstring'''





     __lowercase		,     __lowercase		,     __lowercase					=rgb[:, :, 0], rgb[:, :, 1], rgb[:, :, 2]
     return 0.2989 * r + 0.5870 * g + 0.1140 * b

def 				__UpperCamelCase							(	lowercase__						:  np.array ):






     '''simple docstring'''





     return (gray > 1_27) & (gray <= 2_55)

def 				__UpperCamelCase							(	lowercase__						:  np.array,					lowercase__						:  np.array ):






     '''simple docstring'''





     __lowercase					=np.zeros_like(lowercase__ )
     __lowercase					=np.zeros(
         (image.shape[0] + kernel.shape[0] - 1, image.shape[1] + kernel.shape[1] - 1) )

     # Copy image to padded image
     __lowercase					=image

     # Iterate over image & apply kernel
     for x in range(image.shape[1] ):
          for y in range(image.shape[0] ):
               __lowercase					=(
                   kernel * image_padded[y : y + kernel.shape[0], x : x + kernel.shape[1]]
               ).sum()
               __lowercase					=int(summation == 5 )
     return output


# kernel to be applied
UpperCAmelCase				   =  np.array([[0, 1, 0], [1, 1, 1], [0, 1, 0]])

if __name__ == "__main__":
       # read original image
       UpperCAmelCase				   =  np.array(Image.open(r'''..\image_data\lena.jpg'''))
       # Apply erosion operation to a binary image
       UpperCAmelCase				   =  erosion(grayabinary(rgbagray(image)), structuring_element)
       # Save the output image
       UpperCAmelCase				   =  Image.fromarray(output).convert('''RGB''')
       pil_img.save('''result_erosion.png''')





'''simple docstring'''

import os

import requests
from bsa import BeautifulSoup
from fake_useragent import UserAgent

UpperCAmelCase				   =  {'''UserAgent''': UserAgent().random}
UpperCAmelCase				   =  '''https://www.mywaifulist.moe/random'''

def 				__UpperCamelCase							(	lowercase__						:  str,					lowercase__						:  str ):






     '''simple docstring'''





     __lowercase					=requests.get(lowercase__,					headers=lowercase__ )
     with open(lowercase__,					'wb' ) as file:
          file.write(image.content )

def 				__UpperCamelCase							(	):






     '''simple docstring'''





     __lowercase					=BeautifulSoup(requests.get(lowercase__,					headers=lowercase__ ).text,					'html.parser' )
     __lowercase					=soup.find('meta',					attrs={'property': 'og:title'} ).attrs['content']
     __lowercase					=soup.find('meta',					attrs={'property': 'og:image'} ).attrs['content']
     __lowercase					=soup.find('p',					id='description' ).get_text()
     __lowercase		,     __lowercase					=os.path.splitext(os.path.basename(lowercase__ ) )
     __lowercase					=title.strip().replace(' ',					'_' )
     __lowercase					=F'''{image_title}{image_extension}'''
     save_image(lowercase__,					lowercase__ )
     return (title, description, image_title)


if __name__ == "__main__":
       UpperCAmelCase   ,			UpperCAmelCase   ,			UpperCAmelCase				   =  random_anime_character()
       print(F'''{title}\n\n{desc}\n\nImage saved : {image_title}''')


