import os import json import subprocess import tempfile import shutil from utils.data_load import DataLoadUtil from utils.pts_util import PtsUtil class RenderUtil: @staticmethod def render_pts(cam_pose, object_name, script_path, model_points_normals, voxel_threshold=0.005, filter_degree=75, nO_to_nL_pose=None, require_full_scene=False): nO_to_world_pose = DataLoadUtil.get_real_cam_O_from_cam_L(cam_pose, nO_to_nL_pose, scene_path=scene_path) with tempfile.TemporaryDirectory() as temp_dir: params = { "cam_pose": nO_to_world_pose.tolist(), "object_name": scene_path } params_data_path = os.path.join(temp_dir, "params.json") with open(params_data_path, 'w') as f: json.dump(params, f) result = subprocess.run([ 'blender', '-b', '-P', script_path, '--', temp_dir ], capture_output=True, text=True) if result.returncode != 0: print("Blender script failed:") print(result.stderr) return None path = os.path.join(temp_dir, "tmp") point_cloud = DataLoadUtil.get_target_point_cloud_world_from_path(path, binocular=True) cam_params = DataLoadUtil.load_cam_info(path, binocular=True) filtered_point_cloud = PtsUtil.filter_points(point_cloud, model_points_normals, cam_pose=cam_params["cam_to_world"], voxel_size=voxel_threshold, theta=filter_degree) full_scene_point_cloud = None if require_full_scene: depth_L, depth_R = DataLoadUtil.load_depth(path, cam_params['near_plane'], cam_params['far_plane'], binocular=True) point_cloud_L = DataLoadUtil.get_point_cloud(depth_L, cam_params['cam_intrinsic'], cam_params['cam_to_world'])['points_world'] point_cloud_R = DataLoadUtil.get_point_cloud(depth_R, cam_params['cam_intrinsic'], cam_params['cam_to_world_R'])['points_world'] point_cloud_L = PtsUtil.random_downsample_point_cloud(point_cloud_L, 65536) point_cloud_R = PtsUtil.random_downsample_point_cloud(point_cloud_R, 65536) full_scene_point_cloud = PtsUtil.get_overlapping_points(point_cloud_L, point_cloud_R) return filtered_point_cloud, full_scene_point_cloud