Visual Servoing Platform  version 3.6.1 under development (2024-11-15)
vpMegaPoseTracker.cpp
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30  *
31  * Description:
32  * Tracker based on MegaPose.
33  *
34 *****************************************************************************/
35 
36 #include <visp3/core/vpConfig.h>
37 
38 #if defined(VISP_HAVE_NLOHMANN_JSON) && defined(VISP_HAVE_THREADS)
39 
40 #include <visp3/dnn_tracker/vpMegaPoseTracker.h>
41 #include <future>
42 
43 BEGIN_VISP_NAMESPACE
44 std::future<vpMegaPoseEstimate> vpMegaPoseTracker::init(const vpImage<vpRGBa> &I, const vpRect &bb)
45 {
46  return std::async(std::launch::async, [&I, &bb, this]() -> vpMegaPoseEstimate {
47  std::vector<vpRect> bbs = { bb };
48  m_poseEstimate = m_megapose->estimatePoses(I, { m_objectLabel }, nullptr, 0.0, &bbs, nullptr)[0];
49  m_initialized = true;
50  return m_poseEstimate;
51  });
52 }
53 std::future<vpMegaPoseEstimate> vpMegaPoseTracker::init(const vpImage<vpRGBa> &I, const vpHomogeneousMatrix &cTo)
54 {
55  return std::async(std::launch::async, [&I, &cTo, this]() -> vpMegaPoseEstimate {
56  std::vector<vpHomogeneousMatrix> poses = { cTo };
57  m_poseEstimate = m_megapose->estimatePoses(I, { m_objectLabel }, nullptr, 0.0, nullptr, &poses)[0];
58  m_initialized = true;
59  return m_poseEstimate;
60  });
61 }
62 
63 std::future<vpMegaPoseEstimate> vpMegaPoseTracker::track(const vpImage<vpRGBa> &I)
64 {
65  if (!m_initialized) {
66  throw vpException(vpException::notInitialized, "MegaPose tracker was not initialized. Call init before calling track.");
67  }
68  return std::async(std::launch::async, [&I, this]() -> vpMegaPoseEstimate {
69  std::vector<vpHomogeneousMatrix> poses = { m_poseEstimate.cTo };
70  m_poseEstimate = m_megapose->estimatePoses(I, { m_objectLabel }, nullptr, 0.0, nullptr, &poses, m_refinerIterations)[0];
71  return m_poseEstimate;
72  });
73 }
74 
76 {
77  m_poseEstimate.cTo = cTo;
78 }
79 END_VISP_NAMESPACE
80 #elif !defined(VISP_BUILD_SHARED_LIBS)
81 // Work around to avoid warning: libvisp_dnn_tracker.a(vpMegaPoseTracker.cpp.o) has no symbols
82 void dummy_vpMegaPoseTracker() { };
83 
84 #endif
error that can be emitted by ViSP classes.
Definition: vpException.h:60
@ notInitialized
Used to indicate that a parameter is not initialized.
Definition: vpException.h:74
Implementation of an homogeneous matrix and operations on such kind of matrices.
vpHomogeneousMatrix cTo
Definition: vpMegaPose.h:70
std::future< vpMegaPoseEstimate > track(const vpImage< vpRGBa > &I)
Track the object in the image. Requires the tracker to be initialized by calling init.
std::future< vpMegaPoseEstimate > init(const vpImage< vpRGBa > &I, const vpRect &bb)
Initialize tracking. Performs a full object pose estimation with megapose.
void updatePose(const vpHomogeneousMatrix &cTo)
Update the current pose estimate with a new one, provided by an external source. No operation (such a...
Defines a rectangle in the plane.
Definition: vpRect.h:79