Class OpenCVModel

Object

OpenCVModel

All Implemented Interfaces:

AutoCloseable, ImageInferenceModel<org.opencv.core.Mat>, InferenceModel

public class OpenCVModel
extends Object
implements ImageInferenceModel<org.opencv.core.Mat>

A model that can be used for inference using OpenCV's DNN module.

Author:

Owen Feehan

Constructor Summary

Constructors

Constructor	Description
OpenCVModel(org.opencv.dnn.Net model)	Creates a new OpenCVModel instance.

Method Summary

Modifier and Type	Method	Description
void	close()
<S> S	performInference(org.opencv.core.Mat input, String inputName, List<String> outputNames, CheckedFunction<List<org.opencv.core.Mat>, S, OperationFailedException> convertFunction)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

OpenCVModel

public OpenCVModel(org.opencv.dnn.Net model)

Creates a new OpenCVModel instance.

Parameters:

model - An OpenCV model used for inference.

Method Details

performInference

public <S> S performInference(org.opencv.core.Mat input,
 String inputName,
 List<String> outputNames,
 CheckedFunction<List<org.opencv.core.Mat>, S, OperationFailedException> convertFunction)
                       throws OperationFailedException

Specified by:

performInference in interface ImageInferenceModel<org.opencv.core.Mat>

Throws:

OperationFailedException

close

public void close()

Specified by:

close in interface AutoCloseable

Specified by:

close in interface InferenceModel