MLVideoFeature
class NatML.Features.MLVideoFeature : MLFeature, IMLCloudFeature, IEnumerable<(MLImageFeature feature, long timestamp)>
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/// <summary>
/// Create an video feature from a video file.
/// </summary>
/// <param name="path">Video file path.</param>
MLVideoFeature (string path);
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/// <summary>
/// Create a video feature from a video file in the `StreamingAssets` folder.
/// </summary>
/// <param name="relativePath">Relative path to video file in `StreamingAssets` folder.</param>
/// <returns>Video feature or `null` if no valid video can be found at the relative path.</returns>
static Task<MLVideoFeature> FromStreamingAssets (string relativePath);
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/// <summary>
/// Feature type.
/// </summary>
MLFeatureType type { get; }
/// <summary>
/// Video path.
/// </summary>
string path { get; }
The video feature provides the full path of its source video.
The video path always refers to an accessible file on the local file system.
/// <summary>
/// Video width.
/// </summary>
int width { get; }
The video feature provides the width of its source video in pixels.
/// <summary>
/// Video height.
/// </summary>
int height { get; }
The video feature provides the height of its source video in pixels.
/// <summary>
/// Video frame count.
/// </summary>
int frames { get; }
The video feature provides the frame count of its source video.
Note that the reported frame count is merely an approximate count based on the average frame rate and duration of the source video. Enumerate the video to get an exact count.
/// <summary>
/// Normalization mean.
/// </summary>
Vector4 mean { get; set; }
/// <summary>
/// Normalization standard deviation.
/// </summary>
Vector4 std { get; set }
/// <summary>
/// Aspect mode.
/// </summary>
MLImageFeature.AspectMode aspectMode { get; set; }
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/// <summary>
/// Create a Cloud ML feature that is ready for prediction with Cloud ML models.
/// </summary>
/// <param name="featureType">Optional feature type used to create the Cloud ML feature.</param>
/// <returns>Cloud ML feature.</returns>
MLCloudFeature IMLCloudFeature.Create (in MLFeatureType featureType = default);
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Last modified 8mo ago