Либо --start-maximized, либо driver.fullscreen_window():

chrome_options = webdriver.ChromeOptions()

chrome_options.headless = False

chrome_options.add_argument('--start-maximized')

driver = webdriver.Chrome('/usr/local/bin/chromedriver', options=chrome_options)

driver.fullscreen_window()