MLVideoType

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MLVideoType

class NatML.Types.MLVideoType : MLImageType

The video type describes video features.
Creating the Type
The video type can be created with video information, or by inspecting a video file:
From Video Info
/// <summary>
/// Create an video feature type.
/// </summary>
/// <param name="width">Video width.</param>
/// <param name="height">Video height.</param>
/// <param name="frames">Video frame count.</param>
MLVideoType (int width, int height, int frames);
INCOMPLETE.
/// <summary>
/// Create an video feature type.
/// </summary>
/// <param name="width">Video width.</param>
/// <param name="height">Video height.</param>
/// <param name="frames">Video frame count.</param>
/// <param name="type">Video frame data type.</param>
MLVideoType (int width, int height, int frames, Type type);
INCOMPLETE.
/// <summary>
/// Create an video feature type.
/// </summary>
/// <param name="shape">Video feature shape.</param>
/// <param name="type">Video frame data type.</param>
/// <param name="name">Feature name.</param>
MLVideoType (int[] shape, Type type, string name = default);
From a Video File
/// <summary>
/// Get the video type for a video file at a given path.
/// </summary>
/// <param name="path">Video path.</param>
/// <returns>Corresponding video type or `null` if file is not a valid video file.</returns>
static MLVideoType FromFile (string path);
INCOMPLETE.
From a VideoClip​
/// <summary>
/// Get the video type for a video clip.
/// Note that the frame count is merely an estimate based on the duration of the video.
/// </summary>
/// <param name-"clip">Video clip.</param>
/// <returns>Corresponding video type.</returns>
static MLVideoType FromVideoClip (VideoClip clip);
INCOMPLETE.
From Streaming Assets
/// <summary>
/// Get the video type for a video file in the `StreamingAssets` folder.
/// </summary>
/// <param name="relativePath">Relative path to video file in `StreamingAssets` folder.</param>
/// <returns>Corresponding video type or `null` if the file is not a valid video file.</returns>
static Task<MLVideoType> FromStreamingAssets (string relativePath);
INCOMPLETE.
Inspecting the Type
/// <summary>
/// Feature name.
/// </summary>
string name { get; }
​
/// <summary>
/// Feature data type.
/// This will typically be a numeric type.
/// </summary>
Type dataType { get; }
Refer to the MLFeatureType class for more information.
Inspecting the Video
The feature type reports information about the video it refers to:
Video Width
/// <summary>
/// Video width.
/// </summary>
int width { get; }
Refer to the Image Width section of the MLImageType class for more information.
Video Height
/// <summary>
/// Video height.
/// </summary>
int height { get; }
Refer to the Image Height section of the MLImageType class for more information.
Video Channels
/// <summary>
/// Video channels.
/// </summary>
int channels { get; }
Refer to the Image Channels section of the MLImageType class for more information.
Video Frames
/// <summary>
/// Video frame count.
/// Note that this is almost always an approximate count.
/// </summary>
int frames { get; }
The video type reports the number of frames contained in the video.
Note that the frame count reported by the video type is always an estimate. To get an exact count, enumerate the MLVideoFeature.
Pixel Layout
/// <summary>
/// Whether the image is interleaved or planar.
/// </summary>
bool interleaved { get; }
Refer to the Pixel Layout section of the MLImageType class for more information.

MLImageType

MLTextType

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Creating the Type

From Video Info

From a Video File

From a VideoClip

From Streaming Assets

Inspecting the Type

Inspecting the Video

Video Width

Video Height

Video Channels

Video Frames

Pixel Layout