# Copyright 2020 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from google.cloud import vision

image_uri = 'gs://cloud-samples-data/vision/using_curl/shanghai.jpeg'

client = vision.ImageAnnotatorClient()
image = vision.types.Image()
image.source.image_uri = image_uri

response = client.label_detection(image=image)

print('Labels (and confidence score):')
print('=' * 79)
for label in response.label_annotations:
    print(f'{label.description} ({label.score*100.:.2f}%)')
