(BETA) Analyzes video frames received by VideoOutput. More...
| Import Statement: | import ArcGIS.AppFramework.DeepLearning 1.0 |
Properties
- analyzer : VideoAnalyzer
- cameraOrientation : double
- interval : int
- overlay : ImageOverlay
- resultsModel : AnalysisResultsModel
- videoOrientation : double
Signals
- detected(AnalysisResult result)
Methods
- bool classEnabled(string name)
- setClassEnabled(string name, bool enabled)
Detailed Description
The ImageAnalysisFilter component provides a video filter that utilizes deep learning models to analyze video frames received by the VideoOutput component.
This component is in beta. Elements are subject to change in future releases.
The following code sample analyzes video frames collected from the device's camera.
Page { property url modelFileUrl: AppFramework.fileInfo("~/ArcGIS/Data/leaf_classifier.tflite").url Camera { id: camera } ImageAnalysisFilter { id: imageAnalysisFilter interval: 250 analyzer { modelSource: modelFileUrl minimumScore: 0.5 } overlay { visible: true font { family: Qt.application.font.family } } resultsModel { unique: false } cameraOrientation: camera.orientation videoOrientation: videoOutput.orientation onDetected: { console.log("Detected:", JSON.stringify(result)); } } VideoOutput { source: camera filters: [ imageAnalysisFilter ] anchors.fill: parent } }
Property Documentation
[read-only] analyzer : VideoAnalyzer |
The VideoAnalyzer component used by this filter. This component is responsible for analyzing the video frame using the deep learning model.
The interval, in milliseconds, of how often the ImageAnalysisFilter will invoke the VideoAnalyzer to analyze the current video frame. Default is 100.
[read-only] overlay : ImageOverlay |
Stylized text for depicting deep learning results from the VideoAnalyzer on the video frames.
[read-only] resultsModel : AnalysisResultsModel |
Provides a read-only data model for the analysis results.
Signal Documentation
Signal emitted when the analysis of one video frame is finished, and the analysis results are ready.
Note: The corresponding handler is onDetected.
Method Documentation
Returns true if the specified class is enabled. If the class is not enabled, the text will not be shown on the ImageOverlay when it is the result with the highest score.
The name parameter
The name of the class to check is enabled.
See also setClassEnabled().
Sets the specified class to be either enabled or disabled.
The name parameter
The name of the class to enable or disable.
The enabled parameter
True if the class is to be enabled, false if the class is to be disabled.
See also classEnabled().