gcloud alpha ml video detect-labels - detect general labels for videos
gcloud alpha ml video detect-labels INPUT_PATH [--async] [--detection-mode=DETECTION_MODE; default="shot"] [--output-uri=OUTPUT_URI] [--region=REGION] [--segments=[SEGMENTS,...]] [GCLOUD_WIDE_FLAG ...]
(ALPHA) Detect general categories in videos, such as modes of transportation or animals. Use the --detection-mode flag to control whether labels are detected for shots, frames, or both.
To detect labels in video file 'gs://my_bucket/input_file.mp4':
$ gcloud alpha ml video detect-labels gs://my_bucket/input_file.mp4
- INPUT_PATH
Path to the video to be analyzed. Must be a local path or a Google Cloud Storage URI.
- --async
Return immediately, without waiting for the operation in progress to complete.
- --detection-mode=DETECTION_MODE; default="shot"
The mode of label detection requested. DETECTION_MODE must be one of:
- frame
Detect labels at the per-frame level.
- shot
Detect labels at the per-shot level.
- shot-and-frame
Detect labels at both the per-shot and per-frame level.
- --output-uri=OUTPUT_URI
Location to which the results should be written. Must be a Google Cloud Storage URI.
- --region=REGION
Optional Cloud region where annotation should take place. If no region is specified, a region will be determined based on video file location. REGION must be one of: asia-east1, europe-west1, us-east1, us-west1.
- --segments=[SEGMENTS,...]
Segments from the video which you want to analyze (by default, the entire video will be treated as one segment). Must be in the format START1:END1[,START2:END2,...] (inclusive). START and END of segments must be a properly formatted duration string of the form HhMmSs where:
* H is the number of hours from beginning of video * M is the number of minutes from the beginning of video * S is the number of seconds from the beginning of the video
H, M and S can be specified as ints or floats for fractional units (to microsecond resolution). Unit chars (e.g. h, m or s) are required. Microseconds can be specified using fractional seconds e.g. 0.000569s == 569 microseconds.
Examples:
0s:23.554048s,24s:29.528064s
0:1m40s,3m50s:5m10.232265s
These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.
Run $ gcloud help for details.
This command uses the videointelligence/v1 API. The full documentation for this API can be found at: https://cloud.google.com/video-intelligence/docs/
This command is currently in alpha and might change without notice. If this command fails with API permission errors despite specifying the correct project, you might be trying to access an API with an invitation-only early access allowlist. These variants are also available:
$ gcloud ml video detect-labels
$ gcloud beta ml video detect-labels