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Open3D 0.18.0 documentation

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Open3D 0.18.0 documentation

Getting Started

Introduction
Getting started
Build from source
Link Open3D in C++ projects
Build documentation
Docker
ARM support
Open3D-ML

Tutorial

Core
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- Tensor
- Hash map
Geometry
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Geometry (Tensor)
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- PointCloud
Dataset
Visualization
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Pipelines
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Pipelines (Tensor)
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- ICP registration
- Robust Kernel
Reconstruction system
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Reconstruction system (Tensor)
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Sensor
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- Azure Kinect with Open3D
- RealSense with Open3D
Reference

Python API

open3d.camera
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open3d.core
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- Blob
- Device
- Dtype
- DynamicSizeVector
- HashMap
- HashSet
- Scalar
- SizeVector
- Tensor
- addmm
- append
- concatenate
- det
- inv
- lstsq
- lu
- lu_ipiv
- matmul
- maximum
- minimum
- solve
- svd
- sycl_demo
- tril
- triu
- triul
- nns
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  - NearestNeighborSearch
open3d.data
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open3d.geometry
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open3d.io
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open3d.t
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- geometry
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- io
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- pipelines
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  - odometry
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  - registration
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  - slac
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  - slam
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    - Frame
    - Model
open3d.ml
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- torch
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  - classes
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    - RaggedTensor
  - dataloaders
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  - datasets
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    - Argoverse
    - Custom3D
    - InferenceDummySplit
    - KITTI
    - Lyft
    - MatterportObjects
    - NuScenes
    - ParisLille3D
    - S3DIS
    - Scannet
    - SemSegRandomSampler
    - SemSegSpatiallyRegularSampler
    - Semantic3D
    - SemanticKITTI
    - ShapeNet
    - SunRGBD
    - TUMFacade
    - Toronto3D
    - Waymo
    - augment
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      - ObjdetAugmentation
      - SemsegAugmentation
    - samplers
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      - SemSegRandomSampler
      - SemSegSpatiallyRegularSampler
    - utils
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  - layers
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  - models
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  - modules
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    - losses
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    - metrics
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      - SemSegMetric
  - ops
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  - pipelines
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    - ObjectDetection
    - SemanticSegmentation
  - vis
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    - BoundingBox3D
    - Colormap
    - DataModel
    - DatasetModel
    - LabelLUT
    - Model
    - Visualizer
    - deque
    - rgb_to_yiq
open3d.pipelines
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- color_map
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- integration
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- odometry
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- registration
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open3d.utility
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open3d.visualization
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- ExternalVisualizer
- Material
- MeshColorOption
- MeshShadeOption
- O3DVisualizer
- PickedPoint
- PointColorOption
- RenderOption
- ScalarProperties
- SelectedIndex
- SelectionPolygonVolume
- TextureMaps
- VectorProperties
- ViewControl
- Visualizer
- VisualizerWithEditing
- VisualizerWithKeyCallback
- VisualizerWithVertexSelection
- draw
- draw_geometries
- draw_geometries_with_animation_callback
- draw_geometries_with_custom_animation
- draw_geometries_with_editing
- draw_geometries_with_key_callbacks
- draw_geometries_with_vertex_selection
- read_selection_polygon_volume
- gui
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  - Application
  - Button
  - CheckableTextTreeCell
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  - Horiz
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  - Label
  - Label3D
  - Layout1D
  - LayoutContext
  - ListView
  - Margins
  - Menu
  - MouseButton
  - MouseEvent
  - NumberEdit
  - ProgressBar
  - RadioButton
  - Rect
  - SceneWidget
  - ScrollableVert
  - Size
  - Slider
  - StackedWidget
  - TabControl
  - TextEdit
  - Theme
  - ToggleSwitch
  - TreeView
  - UIImage
  - VGrid
  - VectorEdit
  - Vert
  - Widget
  - WidgetProxy
  - WidgetStack
  - Window
  - WindowBase
- rendering
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  - Camera
  - ColorGrading
  - Gradient
  - MaterialRecord
  - OffscreenRenderer
  - Open3DScene
  - Renderer
  - Scene
  - TriangleMeshModel
  - View
- webrtc_server
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- tensorboard_plugin.summary
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  - add_3d

Python Examples

Camera
Geometry
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- Image
- KD Tree
- Octree
- Point Cloud
- Ray Casting
- RGBD Image
- Triangle Mesh
- Voxel Grid
IO
Pipelines
Utility
Visualization

C++ API

C++ documentation

Contribute

Contributing to Open3D
Contribution methods
Open3D style guide

Docs Version

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open3d.ml.torch.modules.metrics#

Classes

SemSegMetric()

Metrics for semantic segmentation.

open3d.ml.torch.modules.metrics.SemSegMetric

open3d.ml.torch.modules.losses.filter_valid_label

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