import open3d as o3d import numpy as np import torch def vis_dataset(ObjNode_dict, relation, scene_path, scan_id, scene_center): coordinate = o3d.geometry.TriangleMesh.create_coordinate_frame(size=0.6, origin=[-0, -0, -0]) pcd_data = torch.load(scene_path / 'pcd_with_global_alignment' / f'{scan_id}.pth') points, colors, _ = pcd_data[0], pcd_data[1], pcd_data[-1] o3d_pcd = o3d.geometry.PointCloud() o3d_pcd.points = o3d.utility.Vector3dVector(points) o3d_pcd.colors = o3d.utility.Vector3dVector(colors/255.0) scene_show = [o3d_pcd] np.random.shuffle(relation) for rel in relation: if len(rel) == 3: if rel[1] == -2: src = ObjNode_dict[rel[0]] gt_o3d_box_src = o3d.geometry.OrientedBoundingBox(src.position + scene_center, np.eye(3, 3), src.size) gt_o3d_box_src.color = [0, 1, 0] obj_label = f'''{src.label} {rel[2]}''' bbox_show_list = [gt_o3d_box_src] o3d.visualization.draw_geometries(scene_show + [coordinate] + bbox_show_list, window_name=obj_label) else: src = ObjNode_dict[rel[0]] tgt = ObjNode_dict[rel[1]] gt_o3d_box_src = o3d.geometry.OrientedBoundingBox(src.position + scene_center, np.eye(3, 3), src.size) gt_o3d_box_src.color = [0, 1, 0] gt_o3d_box_tgt = o3d.geometry.OrientedBoundingBox(tgt.position + scene_center, np.eye(3, 3), tgt.size) gt_o3d_box_tgt.color = [1, 0, 0] obj_label = f'''{tgt.label} - {rel[2]} - {src.label} ''' bbox_show_list = [gt_o3d_box_src, gt_o3d_box_tgt] o3d.visualization.draw_geometries(scene_show + [coordinate] + bbox_show_list, window_name=obj_label) else: tgts = [ObjNode_dict[tgt] for tgt in rel[0]] gt_o3d_box_tgts = [o3d.geometry.OrientedBoundingBox(tgt.position + scene_center, np.eye(3, 3), tgt.size) for tgt in tgts] # gt_o3d_box_tgt.color = [1, 0, 0] obj_label = f''' {ObjNode_dict[tgts[0].id].label} {rel[1]}''' bbox_show_list = [gt_o3d_box_tgts] o3d.visualization.draw_geometries(scene_show + [coordinate] + bbox_show_list, window_name=obj_label)