import networkx as nx import trimesh import matplotlib.pyplot as plt import numpy as np import pyvista as pv class ObjNode(object): def __init__(self, id=None, label=None, mesh=None, position=None, size=None, children=[], room_id = None,dataset='scannet'): self.id = id self.label = label self.obj_mesh = mesh self.size = size self.position = position self.children = children self.room_id = room_id self.align_matrix, self.position, self.z_min, self.z_max, self.bottom_rect, self.top_rect = self.get_object_information(dataset) def __str__(self): return "[{}:{},{},{}]".format(self.id, self.label, self.position, self.angle) def get_object_information(self, dataset): position = self.position # - bias axis_align_matrix = None x_min = position[0] - self.size[0] / 2 x_max = position[0] + self.size[0] / 2 y_min = position[1] - self.size[1] / 2 y_max = position[1] + self.size[1] / 2 z_min = position[2] - self.size[2] / 2 z_max = position[2] + self.size[2] / 2 top_vertics = np.array([[x_min, y_min, z_min], [x_max, y_min, z_min], [x_max, y_max, z_min], [x_min, y_max, z_min]]) bottom_vertics = np.array([[x_min, y_min, z_max], [x_max, y_min, z_max], [x_max, y_max, z_max], [x_min, y_max, z_max]]) return axis_align_matrix, position, z_min, z_max, bottom_vertics, top_vertics def display_obb_box(self, scene_visible = True): axis_align_matrix = self.align_matrix obj_mesh = trimesh.load(self.obj_mesh) scene_ply = pv.read(self.scan_ply) # rotate to axis align obj_mesh.apply_transform(axis_align_matrix) if self.label == 'floor': scene_mesh = trimesh.load(self.scan_mesh) scene_mesh.apply_transform(axis_align_matrix) # draw aabb tgt_points = np.array(scene_mesh.bounding_box.as_outline().vertices) tgt_edges = np.array(scene_mesh.bounding_box.as_outline().vertex_nodes) tgt_points_new = [] for edge in tgt_edges: tgt_points_new.append(tgt_points[edge[0]]) tgt_points_new.append(tgt_points[edge[1]]) # show results plotter = pv.Plotter(off_screen=False) light = pv.Light(light_type='headlight', intensity=0.2) plotter.add_light(light) plotter.add_mesh(scene_ply.transform(axis_align_matrix), rgb=True) plotter.add_lines(np.array(tgt_points_new), color='red', width=3) else: # draw bbox tgt_points = np.array(obj_mesh.bounding_box_oriented.as_outline().vertices) tgt_edges = np.array(obj_mesh.bounding_box_oriented.as_outline().vertex_nodes) tgt_points_new = [] for edge in tgt_edges: tgt_points_new.append(tgt_points[edge[0]]) tgt_points_new.append(tgt_points[edge[1]]) # draw aabb aa_tgt_points = np.array(obj_mesh.bounding_box.as_outline().vertices) aa_tgt_edges = np.array(obj_mesh.bounding_box.as_outline().vertex_nodes) aa_tgt_points_new = [] for edge in aa_tgt_edges: aa_tgt_points_new.append(aa_tgt_points[edge[0]]) aa_tgt_points_new.append(aa_tgt_points[edge[1]]) # show results plotter = pv.Plotter(off_screen=False) light = pv.Light(light_type='headlight', intensity=0.2) plotter.add_light(light) plotter.add_mesh(scene_ply.transform(axis_align_matrix), rgb=True) plotter.add_lines(np.array(tgt_points_new), color='red', width=3) plotter.add_lines(np.array(aa_tgt_points_new), color='yellow', width=3) plotter.camera.zoom(1.2) plotter.show() if __name__ == '__main__': obj_sample = ObjNode(id=1, label='', size='', mesh='../../DataAnnotation/data/scannet_objs/scene0000_00/45/mesh.obj') G = nx.DiGraph() G.add_node(obj_sample.id, desc = 'here1') G.add_node(obj_sample.id+1, desc = 'here2') G.add_node(obj_sample.id +3, desc = 'here3') G.add_edge(1, 2, name ='support') G.add_edge(2, 1, name='support2') pos = nx.spring_layout(G) nx.draw(G,pos) node_labels = nx.get_node_attributes(G, 'desc') nx.draw_networkx_labels(G, pos, labels=node_labels) edge_labels = nx.get_edge_attributes(G, 'name') nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels) plt.show()