Google Images Search via Google Custom Search API

from google_images_search import GoogleImagesSearch

# Google-Images-Search
# https://pypi.org/project/Google-Images-Search/

# you can provide API key and CX using arguments,
# or you can set environment variables: GCS_DEVELOPER_KEY, GCS_CX
gis = GoogleImagesSearch('Your GCS_DEVELOPER_KEY goes here', 'Your GCS_CX goes here')

search_q = 'Disney princess'

# define search params:
_search_params = {
    'q': search_q,
    'num': 200, #usually a higher number will not yield more good results, better run again with a different search_q
    'safe': 'off',
    'fileType': 'jpg',
    #'imgType': 'clipart|face|lineart|news|photo',
    #'imgType': 'face', #useful for FFHQ transfer-learning
    'imgType': 'face',
    #'imgSize': ' "['imgSizeUndefined', 'HUGE', 'ICON', 'LARGE', 'MEDIUM', 'SMALL', 'XLARGE', 'XXLARGE']"',
    'imgSize': 'XLARGE',
    #'imgDominantColor': 'black|blue|brown|gray|green|pink|purple|teal|white|yellow',
    #'rights': 'cc_publicdomain|cc_attribute|cc_sharealike|cc_noncommercial|cc_nonderived'
}

# this will only search for images:
#gis.search(search_params=_search_params)

# this will search and download:
try:
    gis.search(search_params=_search_params, path_to_dir='./gimages/', custom_image_name=search_q.replace(' ', '_'))
except:
    print("Okay, bye now")