drprojects/superpoint_transformer
Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"
PythonMIT
Issues
- 24
- 2
How to train in different devices?
#123 opened by Wind010321 - 2
Training the model on my own dataset
#121 opened by ImaneTopo - 1
Create my dataset but the error is “WARNING: You must download the raw data for the ‘my_own' dataset.”
#122 opened by zeyu659 - 10
Empty list on Scatter_nearest_neighbor
#115 opened by billy-antoine - 2
how to get the superpoints of each point
#120 opened by zeyu659 - 32
Full resolution position
#78 opened by Yarroudh - 3
shapenet dataset
#119 opened by meehirmhatrepy - 2
Question about results on s3dis without colors
#118 opened by gardiens - 3
Questions about parametrization
#116 opened by noisyneighbour - 3
Running from a single inference script
#117 opened by 20IR - 3
generating a 'processed' folder for a personalized dataset that has a structure similar to the S3DIS dataset
#114 opened by kaoutar-elmouh - 3
Large variance in performance of re-trained models.
#113 opened by biophase - 10
- 6
Is my format of the Scannetv2 wrong?
#112 opened by Wind010321 - 7
Error when installing pgeof.
#111 opened by Wind010321 - 1
Can the model run on smaller GPU (6GB) ?
#110 opened by RoxaneChen02 - 11
- 1
Norm_index
#108 opened by zpwithme - 3
Training custom dataset with all points
#106 opened by meehirmhatrepy - 17
Install script makes seemingly incorrect assumptions about PGEOF's environment
#102 opened by gspr-sintef - 1
Transformer_blocks architecture in SPT
#105 opened by MenglinQiu - 1
- 1
xy_tiling setting when process own data
#103 opened by QingXia1994 - 4
- 7
FRNN - RuntimeError: Unknown layout
#99 opened by xiarobin - 1
Is it possible to have more input channels?
#100 opened by narges-tk - 9
- 5
Issue in running demo
#98 opened by narges-tk - 2
mutable default <class 'hydra.conf.JobConf.JobConfig.OverrideDirname'> for field override_dirname is not allowed
#95 opened by narges-tk - 2
No module named 'frnn'
#94 opened by narges-tk - 1
Inference on a single unlabeled .ply file
#93 opened by faridht - 0
- 1
how to get evaluation metrics on validation data[kitti-360]? where should I mention that to get evaluation metrics?
#90 opened by meehirmhatrepy - 17
Fail to install FRNN
#77 opened by better1593 - 4
ERROR: Package 'pgeof' requires a different Python: 3.8.19 not in '>=3.8,~=3.12'
#83 opened by gyy520cyaowu - 1
- 2
from cp_d0_dist import cp_d0_dist ModuleNotFoundError: No module named 'cp_d0_dist'
#88 opened by weilailoveL - 2
panoptic results
#87 opened by meehirmhatrepy - 3
About the decoder process
#86 opened by jing-zhao9 - 3
there are many strange problems
#84 opened by gyy520cyaowu - 2
there is no branch
#85 opened by gyy520cyaowu - 1
about transformer block
#82 opened by jing-zhao9 - 1
Superpoint generation
#81 opened by jing-zhao9 - 3
S3DIS Fold 5 and 6 fold differences
#80 opened by jing-zhao9 - 1
Input irregularly shaped point clouds
#79 opened by Wallens686 - 8
process got killed when generating superpoint, probably memory leak by parallel_cut_pursuit package
#76 opened by MEIXuYan - 4
- 2
file missing in v2 commit?
#74 opened by gvoysey - 3
the number of fold
#73 opened by Charlie839242