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Adds one more tutorial as well as fixes some copy/paste typos. (#933)
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# Google Cloud Video Intelligence | ||
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Demonstrates face detection using the Google Cloud Video Intelligence API. | ||
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## Setup | ||
Please follow the [Set Up Your Project](https://cloud.google.com/video-intelligence/docs/getting-started#set_up_your_project) | ||
steps in the Quickstart doc to create a project and enable the Google Cloud | ||
Video Intelligence API. Following those steps, make sure that you | ||
[Set Up a Service Account](https://cloud.google.com/video-intelligence/docs/common/auth#set_up_a_service_account), | ||
and export the following environment variable: | ||
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``` | ||
export GOOGLE_APPLICATION_CREDENTIALS=/path/to/your-project-credentials.json | ||
``` | ||
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## Run the sample | ||
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Install [pip](https://pip.pypa.io/en/stable/installing) if not already installed. | ||
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Install the necessary libraries using pip: | ||
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```sh | ||
$ pip install -r requirements.txt | ||
``` | ||
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Run the sample, for example: | ||
``` | ||
python faces.py gs://cloudmleap/video/googlework.mp4 | ||
``` |
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#!/usr/bin/env python | ||
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# Copyright 2017 Google Inc. All Rights Reserved. | ||
# | ||
# 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://www.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. | ||
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"""This application demonstrates how to perform shot change detection with the | ||
Google Cloud Video Intelligence API. | ||
For more information, check out the documentation at | ||
https://cloud.google.com/videointelligence/docs. | ||
""" | ||
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# [START full_tutorial] | ||
# [START imports] | ||
import argparse | ||
import sys | ||
import time | ||
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from google.cloud.gapic.videointelligence.v1beta1 import enums | ||
from google.cloud.gapic.videointelligence.v1beta1 import ( | ||
video_intelligence_service_client) | ||
# [END imports] | ||
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def analyze_faces(path): | ||
# [START construct_request] | ||
""" Detects faces given a GCS path. """ | ||
video_client = (video_intelligence_service_client. | ||
VideoIntelligenceServiceClient()) | ||
features = [enums.Feature.FACE_DETECTION] | ||
operation = video_client.annotate_video(path, features) | ||
# [END construct_request] | ||
print('\nProcessing video for face annotations:') | ||
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# [START check_operation] | ||
while not operation.done(): | ||
sys.stdout.write('.') | ||
sys.stdout.flush() | ||
time.sleep(20) | ||
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print('\nFinished processing.') | ||
# [END check_operation] | ||
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# [START parse_response] | ||
# first result is retrieved because a single video was processed | ||
face_annotations = (operation.result().annotation_results[0]. | ||
face_annotations) | ||
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for face_id, face in enumerate(face_annotations): | ||
print('Thumbnail size: {}'.format(len(face.thumbnail))) | ||
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for segment_id, segment in enumerate(face.segments): | ||
print('Track {}: {} to {}'.format( | ||
segment_id, | ||
segment.start_time_offset, | ||
segment.end_time_offset)) | ||
# [END parse_response] | ||
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if __name__ == '__main__': | ||
# [START running_app] | ||
parser = argparse.ArgumentParser( | ||
description=__doc__, | ||
formatter_class=argparse.RawDescriptionHelpFormatter) | ||
parser.add_argument('path', help='GCS file path for face detection.') | ||
args = parser.parse_args() | ||
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analyze_faces(args.path) | ||
# [END running_app] | ||
# [END full_tutorial] |
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#!/usr/bin/env python | ||
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# Copyright 2017 Google, Inc | ||
# | ||
# 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://www.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. | ||
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import os | ||
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import pytest | ||
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import faces | ||
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BUCKET = os.environ['CLOUD_STORAGE_BUCKET'] | ||
FACES_FILE_PATH = '/video/googlework.mp4' | ||
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@pytest.mark.slow | ||
def test_work_video_faces(capsys): | ||
faces.analyze_faces( | ||
'gs://{}{}'.format(BUCKET, FACES_FILE_PATH)) | ||
out, _ = capsys.readouterr() | ||
assert 'Thumbnail' in out |
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https://storage.googleapis.com/videointelligence-alpha/videointelligence-python.zip |
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