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vpMegaPoseTracker.cpp
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/*
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* ViSP, open source Visual Servoing Platform software.
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* Copyright (C) 2005 - 2025 by Inria. All rights reserved.
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*
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* This software is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 2 of the License, or
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* (at your option) any later version.
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* See the file LICENSE.txt at the root directory of this source
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* distribution for additional information about the GNU GPL.
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*
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* For using ViSP with software that can not be combined with the GNU
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* GPL, please contact Inria about acquiring a ViSP Professional
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* Edition License.
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*
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* See https://visp.inria.fr for more information.
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*
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* This software was developed at:
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* Inria Rennes - Bretagne Atlantique
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* Campus Universitaire de Beaulieu
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* 35042 Rennes Cedex
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* France
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*
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* If you have questions regarding the use of this file, please contact
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* Inria at visp@inria.fr
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*
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* This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
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* WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
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*
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* Description:
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* Tracker based on MegaPose.
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*/
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#include <visp3/core/vpConfig.h>
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#if defined(VISP_HAVE_NLOHMANN_JSON) && defined(VISP_HAVE_THREADS)
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#include <visp3/dnn_tracker/vpMegaPoseTracker.h>
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#include <future>
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BEGIN_VISP_NAMESPACE
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std::future<vpMegaPoseEstimate>
vpMegaPoseTracker::init
(
const
vpImage<vpRGBa>
&I,
const
vpRect
&bb)
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{
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return
std::async(std::launch::async, [&I, &bb,
this
]() ->
vpMegaPoseEstimate
{
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std::vector<vpRect> bbs = { bb };
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m_poseEstimate = m_megapose->estimatePoses(I, { m_objectLabel },
nullptr
, 0.0, &bbs,
nullptr
)[0];
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m_initialized =
true
;
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return
m_poseEstimate;
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});
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}
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std::future<vpMegaPoseEstimate>
vpMegaPoseTracker::init
(
const
vpImage<vpRGBa>
&I,
const
vpHomogeneousMatrix
&cTo)
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{
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return
std::async(std::launch::async, [&I, &cTo,
this
]() ->
vpMegaPoseEstimate
{
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std::vector<vpHomogeneousMatrix> poses = { cTo };
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m_poseEstimate = m_megapose->estimatePoses(I, { m_objectLabel },
nullptr
, 0.0,
nullptr
, &poses)[0];
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m_initialized =
true
;
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return
m_poseEstimate;
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});
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}
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std::future<vpMegaPoseEstimate>
vpMegaPoseTracker::track
(
const
vpImage<vpRGBa>
&I)
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{
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if
(!m_initialized) {
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throw
vpException
(
vpException::notInitialized
,
"MegaPose tracker was not initialized. Call init before calling track."
);
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}
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return
std::async(std::launch::async, [&I,
this
]() ->
vpMegaPoseEstimate
{
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std::vector<vpHomogeneousMatrix> poses = { m_poseEstimate.cTo };
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m_poseEstimate = m_megapose->estimatePoses(I, { m_objectLabel },
nullptr
, 0.0,
nullptr
, &poses, m_refinerIterations)[0];
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return
m_poseEstimate;
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});
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}
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void
vpMegaPoseTracker::updatePose
(
const
vpHomogeneousMatrix
&cTo)
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{
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m_poseEstimate.cTo = cTo;
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}
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END_VISP_NAMESPACE
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#elif !defined(VISP_BUILD_SHARED_LIBS)
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// Work around to avoid warning: libvisp_dnn_tracker.a(vpMegaPoseTracker.cpp.o) has no symbols
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void
dummy_vpMegaPoseTracker() { }
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#endif
vpException
error that can be emitted by ViSP classes.
Definition
vpException.h:60
vpException::notInitialized
@ notInitialized
Used to indicate that a parameter is not initialized.
Definition
vpException.h:74
vpHomogeneousMatrix
Implementation of an homogeneous matrix and operations on such kind of matrices.
Definition
vpHomogeneousMatrix.h:221
vpImage
Definition of the vpImage class member functions.
Definition
vpImage.h:131
vpMegaPoseEstimate
Definition
vpMegaPose.h:73
vpMegaPoseTracker::track
std::future< vpMegaPoseEstimate > track(const vpImage< vpRGBa > &I)
Track the object in the image. Requires the tracker to be initialized by calling init.
Definition
vpMegaPoseTracker.cpp:61
vpMegaPoseTracker::init
std::future< vpMegaPoseEstimate > init(const vpImage< vpRGBa > &I, const vpRect &bb)
Initialize tracking. Performs a full object pose estimation with megapose.
Definition
vpMegaPoseTracker.cpp:42
vpMegaPoseTracker::updatePose
void updatePose(const vpHomogeneousMatrix &cTo)
Update the current pose estimate with a new one, provided by an external source. No operation (such a...
Definition
vpMegaPoseTracker.cpp:73
vpRect
Defines a rectangle in the plane.
Definition
vpRect.h:79
BEGIN_VISP_NAMESPACE
Definition
vpMbtDistanceCircle.cpp:55
modules
tracker
dnn
src
vpMegaPoseTracker.cpp
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