def main():
    '''Entrypoint to the program.'''

    # PARAMETERS =====================================================================================

    # system
    gpuId = 0

    # objects
    objectHeight = [0.007, 0.013]
    objectRadius = [0.030, 0.045]
    nObjects = 1000

    # view
    viewCenter = array([0, 0, 0])
    viewKeepout = 0.60
    viewWorkspace = [(-1.0, 1.0), (-1.0, 1.0), (-1.0, 1.0)]

    # visualization/saving
    showViewer = False
    showSteps = False
    plotImages = False

    # INITIALIZATION =================================================================================

    rlEnv = RlEnvironment(showViewer, removeTable=True)
    rlAgent = RlAgent(rlEnv, gpuId)

    # RUN TEST =======================================================================================

    for objIdx in xrange(nObjects):

        obj = rlEnv.PlaceCylinderAtOrigin(objectHeight, objectRadius,
                                          "cylinder-{}".format(objIdx), True)
        cloud, normals = rlAgent.GetFullCloudAndNormals(
            viewCenter, viewKeepout, viewWorkspace)
        point_cloud.SaveMat("cylinder-{}.mat".format(objIdx), cloud, normals)

        rlAgent.PlotCloud(cloud)
        if plotImages:
            point_cloud.Plot(cloud, normals, 2)

        if showSteps:
            raw_input("Placed cylinder-{}.".format(objIdx))

        rlEnv.RemoveObjectSet([obj])
Beispiel #2
0
def main():
    '''Entrypoint to the program.'''

    # PARAMETERS =====================================================================================

    # system
    gpuId = 0

    # objects
    objectScale = [0.09, 0.17]
    nObjects = 1000
    directory = "/home/mgualti/Data/3DNet/Cat200_ModelDatabase/plate/"

    # view
    viewCenter = array([0, 0, 0])
    viewKeepout = 0.60
    viewWorkspace = [(-1.0, 1.0), (-1.0, 1.0), (-1.0, 1.0)]

    # visualization/saving
    showViewer = False
    showSteps = False
    plotImages = False

    # INITIALIZATION =================================================================================

    rlEnv = RlEnvironment(showViewer, removeTable=True)
    rlAgent = RlAgent(rlEnv, gpuId)

    # RUN TEST =======================================================================================

    for objIdx in xrange(nObjects):

        obj = rlEnv.Place3DNetObjectAtOrigin(directory, objectScale,
                                             "plate-{}".format(objIdx), True)
        cloud, normals = rlAgent.GetFullCloudAndNormals(
            viewCenter, viewKeepout, viewWorkspace, False)
        point_cloud.SaveMat("plate-{}.mat".format(objIdx), cloud, normals)

        rlAgent.PlotCloud(cloud)
        if plotImages:
            point_cloud.Plot(cloud, normals, 2)

        if showSteps:
            raw_input("Placed plate-{}.".format(objIdx))

        rlEnv.RemoveObjectSet([obj])