Class GoogleCloudAiplatformV1SchemaPredictParamsVideoClassificationPredictionParams

Prediction model parameters for Video Classification.

Inheritance
object
GoogleCloudAiplatformV1SchemaPredictParamsVideoClassificationPredictionParams
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1.Data
Assembly: Google.Apis.Aiplatform.v1.dll
Syntax
public class GoogleCloudAiplatformV1SchemaPredictParamsVideoClassificationPredictionParams : IDirectResponseSchema

Properties

ConfidenceThreshold

The Model only returns predictions with at least this confidence score. Default value is 0.0

Declaration
[JsonProperty("confidenceThreshold")]
public virtual float? ConfidenceThreshold { get; set; }
Property Value
Type Description
float?

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

MaxPredictions

The Model only returns up to that many top, by confidence score, predictions per instance. If this number is very high, the Model may return fewer predictions. Default value is 10,000.

Declaration
[JsonProperty("maxPredictions")]
public virtual int? MaxPredictions { get; set; }
Property Value
Type Description
int?

OneSecIntervalClassification

Set to true to request classification for a video at one-second intervals. Vertex AI returns labels and their confidence scores for each second of the entire time segment of the video that user specified in the input WARNING: Model evaluation is not done for this classification type, the quality of it depends on the training data, but there are no metrics provided to describe that quality. Default value is false

Declaration
[JsonProperty("oneSecIntervalClassification")]
public virtual bool? OneSecIntervalClassification { get; set; }
Property Value
Type Description
bool?

SegmentClassification

Set to true to request segment-level classification. Vertex AI returns labels and their confidence scores for the entire time segment of the video that user specified in the input instance. Default value is true

Declaration
[JsonProperty("segmentClassification")]
public virtual bool? SegmentClassification { get; set; }
Property Value
Type Description
bool?

ShotClassification

Set to true to request shot-level classification. Vertex AI determines the boundaries for each camera shot in the entire time segment of the video that user specified in the input instance. Vertex AI then returns labels and their confidence scores for each detected shot, along with the start and end time of the shot. WARNING: Model evaluation is not done for this classification type, the quality of it depends on the training data, but there are no metrics provided to describe that quality. Default value is false

Declaration
[JsonProperty("shotClassification")]
public virtual bool? ShotClassification { get; set; }
Property Value
Type Description
bool?

Implements