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README.md
README.md
 
 
__init__.py
__init__.py
 
 
classification_modelnet40.py
classification_modelnet40.py
 
 
common.py
common.py
 
 
completion.py
completion.py
 
 
convolution.py
convolution.py
 
 
download_modelnet40.sh
download_modelnet40.sh
 
 
example.py
example.py
 
 
indoor.py
indoor.py
 
 
minkunet.py
minkunet.py
 
 
multigpu.py
multigpu.py
 
 
multigpu_ddp.py
multigpu_ddp.py
 
 
multigpu_lightning.py
multigpu_lightning.py
 
 
pointnet.py
pointnet.py
 
 
reconstruction.py
reconstruction.py
 
 
resnet.py
resnet.py
 
 
sparse_tensor_basic.py
sparse_tensor_basic.py
 
 
stack_unet.py
stack_unet.py
 
 
training.py
training.py
 
 
unet.py
unet.py
 
 
vae.py
vae.py
 
 

README.md

Minkowski Engine Examples

ModelNet40 Classification

python -m examples.classification_modelnet40 --network pointnet  # torch PointNet
python -m examples.classification_modelnet40 --network minkpointnet  # MinkowskiEngine PointNet
python -m examples.classification_modelnet40 --network minkfcnn  # MinkowskiEngine FCNN

Training Logs

ScanNet Semantic Segmentation

python -m examples.indoor