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If the image has an empty source then it skips over missing ones, otherwise we add the image url to the image_urls set structure using the add method.Then we find the actual image URL path using a special class name = ‘n3VNCb’ – see the video tutorial on how to inspect these items on the web page.Then loops through each image url and clicks on the image.Finds the HTML thumbnail element by the class = ‘Q4LuWd’.We create a While Loop to start from the beginning until it reaches the maximum number of images:.We create an empty set to store the image urls.Creates a scroll down function with some Javascript to scroll down the Google page.Once it has clicked on the thumbnails it will get the image URL for the image and store this in an empty set: The function will inspect the webpage via Javascript, go down the page and click on the thumbnails. Then we would need to set the web driver path to where you have stored this on your local machine, or server: Create the get images function to list URLs I have made this simple for you with a requirements.txt in the associated repository of this project. The next step is to install the relevant packages. There are different versions that work the best with Google Chrome. The next step would be to download the ChromeDriver for your Google Chrome. The first stage would be to define the dependencies: Downloading the web driver