STPLS3D

STPLS3D copied to clipboard

Pre-trained models and dataset generation

6

I have two questions: 1. Are there any pre-trained models for the baseline? 2. Are you planing to provide the tooling/code for generating the dataset?

ageorgiev97

training with randla

11

Hi, I would like to use your RandLA-Net code to achiev，In main_STPLS3D.py you write to RealWorldData in data_folder,ResidentialArea_GT in test_area.ResidentialArea_GT Which partial dataset is this? I try to train with...

hongzhiqiang67

about OA_from_confusions in kpconv

1

when i run plot_convergence.py find no the OA_from_confusions  

carrolltm

Anyone can tell me how to use the evaluation script (i.e. STPLS3DInstanceSegmentationChallenge_Codalab_Evaluate.py) for the competition of instance segmentation? Thanks a lot!

YellowPuppy

HAIS one point assigned to multiple instance proposals

4

Hello there, As described in the original paper of HAIS, _"one point is only clustered into a single instance in point aggregation, resulting no overlap among instance prediction."_ However, during...

leimeng86

How to handle the seperated semantic instance segmentation results at the edge of different blocks?

5

Thanks for providing such a useful dataset! This is my instance segmentation predict result. I found the predict result is ok when the featue instance is inside every block, but...

JTGiser

Which area is used as the testing area for STPLS3D semantic segmentation?

8

Hi @meidachen In the codes of RandLA-Net, SCF-Net, KPConv, following the table3 and table6 from the paper, I want to know clear which area of the RealWorldData is used as...

whuhxb

SoftGroup for STPLS3D

7

Hi @meidachen, Thank you for sharing a new interesting outdoor dataset for instance segmentation. Based on your shared code, we have implemented our SoftGroup for STPLS3D, which achieves AP/AP50/AP25 of...

thangvubk

The dataloader of SensatUrban with point-transformer?

5

Hi @meidachen How to set the dataloader of SensatUrban dataset with point-transformer? As SensatUrban and STPLS3D datasets are both large-scale, could I refer to and follow the generate_blocks.py and stpls.py...

whuhxb

The environment of RandLANet for STPLS3D is the same with the original RandLANet?

11

Hi @RockyatASU Is the RandLANet for STPLS3D the same with the original RandLANet? https://github.com/QingyongHu/RandLA-Net?utm_source=catalyzex.com Have you tested RandLANet for STPLS3D? Or, do you have other settings? Which cuda version? Thanks...

whuhxb