import numpy as np from rq_interfaces.msg import RegionOfIntrest from visualization_msgs.msg import Marker class PyRegionOfIntrest(): def __init__(self, center_points_mm: np.ndarray, dimensions_mm: np.ndarray, frame_id: str = 'object', resolution_mm: np.ndarray = np.array([0.1, 0.1, 0.1])): self.center_points_mm = center_points_mm.reshape((-1, 3)) self.dimensions_mm = dimensions_mm.reshape((-1, 3)) self.frame_id = frame_id self.resolution_mm = resolution_mm.reshape((-1, 3)) @classmethod def dummy(cls): return cls((np.random.random((3, )) - 0.5) * 20., np.random.random((3, )) * 10.) @classmethod def from_message(cls, msg: RegionOfIntrest): center_points_mm = list() dimensions_mm = list() for roi in msg.region_of_intrest_stack.markers: roi: Marker center_points_mm.append( np.array([roi.pose.position.x, roi.pose.position.y, roi.pose.position.z])) dimensions_mm.append( np.array([roi.scale.x, roi.scale.y, roi.scale.z])) frame = roi.header.frame_id resolution_mm = np.array([msg.resolution.x, msg.resolution.y, msg.resolution.z]) return cls(np.array(center_points_mm), np.array(dimensions_mm), frame, resolution_mm) @property def number_of_rois(self) -> int: return self.center_points_mm.shape[0] @property def shape(self) -> tuple: shape = self.dimensions_mm[0] // self.resolution_mm[0] return (int(shape[0]), int(shape[1]), int(shape[2])) def as_message(self) -> RegionOfIntrest: message = RegionOfIntrest() roi_list = list() for i in range(self.number_of_rois): roi = Marker() roi.pose.position.x = float(self.center_points_mm[i][0]) roi.pose.position.y = float(self.center_points_mm[i][1]) roi.pose.position.z = float(self.center_points_mm[i][2]) roi.scale.x = float(self.dimensions_mm[i][0]) roi.scale.y = float(self.dimensions_mm[i][1]) roi.scale.z = float(self.dimensions_mm[i][2]) roi.header.frame_id = self.frame_id roi_list.append(roi) message.region_of_intrest_stack.markers = roi_list message.resolution.x = float(self.resolution_mm[0][0]) message.resolution.y = float(self.resolution_mm[0][1]) message.resolution.z = float(self.resolution_mm[0][2]) return message