To crawl thumbnails on YouTube, we use a interesting website that YouTube made for us for quick request for thumnail image.
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   | https://i.ytimg.com/vi/{YouTube_video_id}/maxresdefault.jpg
  | 
 
Firstly, we convert YouTube url to id by following code, and use “get” methed request the image.
Then, we stored the image in folder you like
using imagedown(YouTube_video_id, 'folder_name')
If there’s no such folder, then it will auto generate a new one.
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   | import re import requests import os
 
  url = "YouTube URL" exp = "^.*((youtu.be\/)|(v\/)|(\/u\/\w\/)|(embed\/)|(watch\?))\??v?=?([^#&?]*).*" s = re.findall(exp,url)[0][-1] thumbnail = f"https://i.ytimg.com/vi/{s}/maxresdefault.jpg"
 
  def imagedown(url, folder):     try:         os.mkdir(os.path.join(os.getcwd(), folder))     except:         pass     os.chdir(os.path.join(os.getcwd(), folder))
      name = url     link = url     with open(name.replace(' ', '-').replace('/', '') + '.jpg', 'wb') as f:         im = requests.get(link)         f.write(im.content)         print('Writing: ', name)
  imagedown(thumbnail, 'image')
   | 
 
Credits: StackoverFlow and jhnwr