Class LabelDetectionConfig

LabelDetectionConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Config for LABEL_DETECTION.

Attributes

NameDescription
label_detection_mode google.cloud.videointelligence_v1.types.LabelDetectionMode
What labels should be detected with LABEL_DETECTION, in addition to video-level labels or segment-level labels. If unspecified, defaults to ``SHOT_MODE``.
stationary_camera bool
Whether the video has been shot from a stationary (i.e., non-moving) camera. When set to true, might improve detection accuracy for moving objects. Should be used with ``SHOT_AND_FRAME_MODE`` enabled.
model str
Model to use for label detection. Supported values: "builtin/stable" (the default if unset) and "builtin/latest".
frame_confidence_threshold float
The confidence threshold we perform filtering on the labels from frame-level detection. If not set, it is set to 0.4 by default. The valid range for this threshold is [0.1, 0.9]. Any value set outside of this range will be clipped. Note: For best results, follow the default threshold. We will update the default threshold everytime when we release a new model.
video_confidence_threshold float
The confidence threshold we perform filtering on the labels from video-level and shot-level detections. If not set, it's set to 0.3 by default. The valid range for this threshold is [0.1, 0.9]. Any value set outside of this range will be clipped. Note: For best results, follow the default threshold. We will update the default threshold everytime when we release a new model.

Inheritance

builtins.object > proto.message.Message > LabelDetectionConfig