Torch Points 3D
latest
Developer guide
Getting Started
Installation
Install Python 3.6 or higher
Install dependencies using poetry
Minkowski engine support
Installation within a virtual environment
Train!
Visualise your results
Project structure
Tutorials
Create a new dataset
Create a dataset that the framework recognises
Create a new configuration file
Create a new model
Create the basic modules
Assemble all the basic blocks
Create a new configuration
Another example with RSConcv
Launch an experiment
Train and Test on tasks already implemented
Registration Task
Advanced
Configuration
Overview
Configuration architecture
Understanding config.yaml
Training arguments
Eval arguments
Data formats for point cloud
Dense
Sparse formats
Backbone Architectures
UnetBasedModel
UnwrappedUnetBasedModel
Datasets
Segmentation
Classification
Registration
Model checkpoint
Model Saving
Model Loading
Adding a new metric
Visualization
Custom logging
API
Models
Datasets
ShapeNet
Raw dataset
Wrapped dataset
S3DIS
Raw dataset
Wrapped dataset
Scannet
Raw dataset
Wrapped dataset
Transforms
Filters
Torch Points 3D
Docs
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Index
Edit on GitHub
Index
A
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C
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D
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E
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F
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G
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J
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K
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L
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M
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N
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P
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R
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S
A
AddFeatByKey (class in torch_points3d.core.data_transform)
AddFeatsByKeys (class in torch_points3d.core.data_transform)
C
ChromaticAutoContrast (class in torch_points3d.core.data_transform)
ChromaticJitter (class in torch_points3d.core.data_transform)
ChromaticTranslation (class in torch_points3d.core.data_transform)
ClampBatchSize (class in torch_points3d.core.data_transform)
compute_planarity() (in module torch_points3d.core.data_transform)
CubeCrop() (in module torch_points3d.core.data_transform)
D
DropFeature (class in torch_points3d.core.data_transform)
E
ElasticDistortion() (in module torch_points3d.core.data_transform)
F
FCompose (class in torch_points3d.core.data_transform)
G
GridSampling3D (class in torch_points3d.core.data_transform)
GridSphereSampling (class in torch_points3d.core.data_transform)
J
Jitter (class in torch_points3d.core.data_transform)
K
KPConv() (in module torch_points3d.applications.kpconv)
L
LotteryTransform (class in torch_points3d.core.data_transform)
M
ModelInference (class in torch_points3d.core.data_transform)
MultiScaleTransform (class in torch_points3d.core.data_transform)
N
NormalizeFeature (class in torch_points3d.core.data_transform)
NormalizeRGB() (in module torch_points3d.core.data_transform)
P
PCACompute (class in torch_points3d.core.data_transform)
PlanarityFilter (class in torch_points3d.core.data_transform)
PointCloudFusion (class in torch_points3d.core.data_transform)
PointNet2() (in module torch_points3d.applications.pointnet2)
PointNetForward (class in torch_points3d.core.data_transform)
R
Random3AxisRotation() (in module torch_points3d.core.data_transform)
RandomCoordsFlip() (in module torch_points3d.core.data_transform)
RandomDropout (class in torch_points3d.core.data_transform)
RandomFilter (class in torch_points3d.core.data_transform)
RandomNoise (class in torch_points3d.core.data_transform)
RandomParamTransform (class in torch_points3d.core.data_transform)
RandomScaleAnisotropic (class in torch_points3d.core.data_transform)
RandomSphere (class in torch_points3d.core.data_transform)
RandomSphereDropout() (in module torch_points3d.core.data_transform)
RandomSymmetry (class in torch_points3d.core.data_transform)
RandomWalkDropout() (in module torch_points3d.core.data_transform)
RemoveAttributes (class in torch_points3d.core.data_transform)
RSConv() (in module torch_points3d.applications.rsconv)
S
S3DIS1x1Dataset (class in torch_points3d.datasets.segmentation)
S3DISFusedDataset (class in torch_points3d.datasets.segmentation)
S3DISOriginalFused (class in torch_points3d.datasets.segmentation)
S3DISSphere (class in torch_points3d.datasets.segmentation)
ScalePos() (in module torch_points3d.core.data_transform)
Scannet (class in torch_points3d.datasets.segmentation)
ScannetDataset (class in torch_points3d.datasets.segmentation)
Select (class in torch_points3d.core.data_transform)
ShapeNet (class in torch_points3d.datasets.segmentation)
ShapeNetDataset (class in torch_points3d.datasets.segmentation)
ShiftVoxels (class in torch_points3d.core.data_transform)
ShuffleData (class in torch_points3d.core.data_transform)
SparseConv3d() (in module torch_points3d.applications.sparseconv3d)
SphereCrop() (in module torch_points3d.core.data_transform)
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