Automate Labeling

Use automation algorithms for ground truth labeling

Use an automation algorithm to automatically label your data by creating and importing a custom automation algorithm. You can also use a custom function that creates an automation algorithm. The function, which you can specify in the labeling apps, enables you to adjust the automation parameters. For more details, see Create Automation Algorithm for Labeling.

Apps

Image Labeler	Label images for computer vision applications
Video Labeler	Label video for computer vision applications

Functions

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Action Flags

`initialize`	Initialize state for algorithm execution (optional)
`run`	Run label automation on every frame in interval
`terminate`	Terminate automated algorithm (optional)

Validation

`checkSetup`	Set up validation (optional)
`checkLabelDefinition`	Validate label definition

Algorithm

`vision.labeler.AutomationAlgorithm`	Interface for algorithm automation in ground truth labeling
`settingsDialog`	Display algorithm settings (optional)
`vision.labeler.mixin.Temporal`	Mixin interface for adding temporal context to automation algorithms
`vision.labeler.mixin.BlockedImageAutomation`	Mixin interface for performing blocked image automation (Since R2021a)
`blockedImageAutomationAlgorithm`	Implements the blocked image automation algorithm (Since R2021a)
`supportsReverseAutomation`	Set reverse algorithm automation flag

Topics

Create Automation Algorithm for Labeling
Create a custom automation algorithm to use in a labeling app.
Create Automation Algorithm Function for Labeling
Create a custom automation algorithm function to use in a labeling app.
Temporal Automation Algorithms
Create a time-based custom tracking algorithm to import into a labeling app.
Blocked Image Automation Algorithms
Create a blocked image custom automation algorithm to import into a labeling app.