SUMO360 - 3D Scene Understanding and Modeling

SUMO360 - 3D Scene Understanding and Modeling

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›Tutorials

Getting Started

  • Installation
  • Overview

Tutorials

  • Input Data
  • Projects
  • Evaluation

Working with SUMO Projects

Reading a ProjectScene

from sumo.semantic.project_scene import ProjectScene

project_scene = ProjectScene.load(path=scenes_dir, project_name=scene)
project_scene.elements

Project Scene Conversion

from sumo.semantic.project_converter import ProjectConverter
from sumo.semantic.project_scene import ProjectScene

mesh_ground_truth = ProjectScene.load(ground_truth_dir, scene)
project_converter = ProjectConverter()
voxel_ground_truth = project_converter.run(mesh_ground_truth, 'voxels')
bb_ground_truth = project_converter.run(mesh_ground_truth, 'bounding_box')

Project Object Conversion

from sumo.semantic.project_converter import ProjectConverter
from sumo.semantic.project_object import ProjectObject
from sumo.threedee.compute_bbox import ComputeBbox
from sumo.threedee.gltf_model import GltfModel

meshes = GltfModel.load_from_glb(glb_path)
bounds = ComputeBbox().from_gltf_object(meshes)
project_converter = ProjectConverter()
mesh_po = ProjectObject('1', project_type='meshes', bounds=bounds, meshes=meshes)
voxel_po = project_converter.convert_element(mesh_po, 'voxels')
bb_po = project_converter.convert_element(mesh_po, 'bounding_box')
← Input DataEvaluation →
  • Reading a ProjectScene
  • Project Scene Conversion
  • Project Object Conversion
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