AbstractImageAnalyzer QML Type

(BETA) Provides base functionality to perform image classification or object detection. More...

• List of all members, including inherited members

Properties

• acceleration : bool
• classNames : QStringList
• error : DeepLearningError
• minimumScore : double
• modelSource : url
• numThreads : int
• properties : object
• status : Status

Methods

• color classColor(string name)
• setClassColor(string name, color color)

Detailed Description

The AbstractImageAnalyzer component utilizes on-device deep learning models to classify images and detect objects within images.

The following code snippet shows the component used for performance tuning. Information relating to the delegates that were used in the inference , as well as the time it took to perform the inference, are returned.

ImageAnalyzer {
    properties: {
        "use_gpu": true, // enable GPU delegate
        "use_nnapi": false, // disable NNAPI delegate
        "verbose": 1
    }
    onFinished: {
        console.log(JSON.stringify(properties));
        // for example, { "profile": { "delegates": [], "inference_time": 23 }, "use_gpu": true, "use_nnapi": false, "verbose": 1 }
    }
}

This component is in beta. Elements are subject to change in future releases.

Enumerations

Status enumeration

Property Documentation

Method Documentation