All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.bytedeco.opencv.opencv_tracking.TrackerGOTURN Maven / Gradle / Ivy

There is a newer version: 4.10.0-1.5.11
Show newest version
// Targeted by JavaCPP version 1.5.2: DO NOT EDIT THIS FILE

package org.bytedeco.opencv.opencv_tracking;

import org.bytedeco.javacpp.annotation.Index;
import java.nio.*;
import org.bytedeco.javacpp.*;
import org.bytedeco.javacpp.annotation.*;

import static org.bytedeco.openblas.global.openblas_nolapack.*;
import static org.bytedeco.openblas.global.openblas.*;
import org.bytedeco.opencv.opencv_core.*;
import static org.bytedeco.opencv.global.opencv_core.*;
import org.bytedeco.opencv.opencv_imgproc.*;
import static org.bytedeco.opencv.global.opencv_imgproc.*;
import org.bytedeco.opencv.opencv_plot.*;
import static org.bytedeco.opencv.global.opencv_plot.*;
import static org.bytedeco.opencv.global.opencv_imgcodecs.*;
import org.bytedeco.opencv.opencv_videoio.*;
import static org.bytedeco.opencv.global.opencv_videoio.*;
import org.bytedeco.opencv.opencv_highgui.*;
import static org.bytedeco.opencv.global.opencv_highgui.*;
import org.bytedeco.opencv.opencv_flann.*;
import static org.bytedeco.opencv.global.opencv_flann.*;
import org.bytedeco.opencv.opencv_features2d.*;
import static org.bytedeco.opencv.global.opencv_features2d.*;
import org.bytedeco.opencv.opencv_calib3d.*;
import static org.bytedeco.opencv.global.opencv_calib3d.*;
import org.bytedeco.opencv.opencv_video.*;
import static org.bytedeco.opencv.global.opencv_video.*;
import org.bytedeco.opencv.opencv_dnn.*;
import static org.bytedeco.opencv.global.opencv_dnn.*;

import static org.bytedeco.opencv.global.opencv_tracking.*;


/** \brief the GOTURN (Generic Object Tracking Using Regression Networks) tracker
 

* GOTURN (\cite GOTURN) is kind of trackers based on Convolutional Neural Networks (CNN). While taking all advantages of CNN trackers, * GOTURN is much faster due to offline training without online fine-tuning nature. * GOTURN tracker addresses the problem of single target tracking: given a bounding box label of an object in the first frame of the video, * we track that object through the rest of the video. NOTE: Current method of GOTURN does not handle occlusions; however, it is fairly * robust to viewpoint changes, lighting changes, and deformations. * Inputs of GOTURN are two RGB patches representing Target and Search patches resized to 227x227. * Outputs of GOTURN are predicted bounding box coordinates, relative to Search patch coordinate system, in format X1,Y1,X2,Y2. * Original paper is here: * As long as original authors implementation: * Implementation of training algorithm is placed in separately here due to 3d-party dependencies: * * GOTURN architecture goturn.prototxt and trained model goturn.caffemodel are accessible on opencv_extra GitHub repository. */ @Namespace("cv") @Properties(inherit = org.bytedeco.opencv.presets.opencv_tracking.class) public class TrackerGOTURN extends Tracker { static { Loader.load(); } /** Pointer cast constructor. Invokes {@link Pointer#Pointer(Pointer)}. */ public TrackerGOTURN(Pointer p) { super(p); } public static class Params extends Pointer { static { Loader.load(); } /** Pointer cast constructor. Invokes {@link Pointer#Pointer(Pointer)}. */ public Params(Pointer p) { super(p); } /** Native array allocator. Access with {@link Pointer#position(long)}. */ public Params(long size) { super((Pointer)null); allocateArray(size); } private native void allocateArray(long size); @Override public Params position(long position) { return (Params)super.position(position); } public Params() { super((Pointer)null); allocate(); } private native void allocate(); public native void read(@Const @ByRef FileNode arg0); public native void write(@ByRef FileStorage arg0); } /** \brief Constructor @param parameters GOTURN parameters TrackerGOTURN::Params */ public static native @Ptr TrackerGOTURN create(@Const @ByRef Params parameters); public static native @Ptr TrackerGOTURN create(); }





© 2015 - 2025 Weber Informatics LLC | Privacy Policy