In Drupal 8 we can load an image using image style in a custom function using the file id of the image. For this first, we have to create an image style by configuration or create a config file for the same (Example below: image.style.sample_image_style.yml). Note that we can generate the below file after creating an image style and export the same from config synchronization in Drupal 8.