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Image Labeling

Interactive image labeling for object detection, semantic segmentation, and image classification

Use the Image Labeler app to interactively label ground truth data in a collection of images. You can label rectangular regions of interest (ROIs) for object detection, pixels for semantic segmentation, and scenes for image classification. The app also includes computer vision algorithms to automate the labeling of ground truth data for use with detection and tracking algorithms. It also provides an API and workflow that enables you to import your own algorithms to automate the labeling of ground truth data.

To get started labeling a collection of images, see Get Started with the Image Labeler.

Apps

Image LabelerLabel images for computer vision applications

Functions

groundTruthDataSourceObject for storing ground truth data sources
labelDefinitionCreatorObject for storing, modifying and creating label definitions table
labelTypeEnumeration of supported label types
vision.labeler.AutomationAlgorithmInterface for algorithm automation in ground truth labeling
groundTruthObject for storing ground truth labels
selectLabelsSelect ground truth data for a set of labels
changeFilePathsChange file paths in data source and pixel label data of ground truth object
pixelLabelTrainingDataCreate training data for semantic segmentation from ground truth
pixelLabelDatastoreDatastore for pixel label data
objectDetectorTrainingDataCreate training data for an object detector

Topics

Get Started

Choose a Labeling App

Decide which app to use to label your ground truth data: the Image Labeler, Video Labeler, and Ground Truth Labeler.

Get Started with the Image Labeler

Interactively label rectangular ROIs for object detection, pixels for semantic segmentation, and scenes for image classification.

Label Ground Truth

Label Pixels for Semantic Segmentation

Label pixels for semantic segmentation using Image Labeler, Video Labeler, or Ground Truth Labeler app.

Create Automation Algorithm for Labeling

Create a custom tracking algorithm to import into the Image Labeler, Video Labeler, or Ground Truth Labeler app.

View Summary of Ground Truth Labels

View a summary of label and scene definition labels in an Image Labeler, Video Labeler, or Ground Truth Labeler session.

Use Labeled Ground Truth

Share and Store Labeled Ground Truth Data

Share and store labeled ground truth data that was exported from the Image Labeler, Video Labeler, or Ground Truth Labeler.

How Labeler Apps Store Exported Pixel Labels

Understand how the labeler apps store pixel label data

Train Object Detector or Semantic Segmentation Network from Ground Truth Data

Create training data for object detection or semantic segmentation using the Image Labeler, Video Labeler, or Ground Truth Labeler.