KPConv-PyTorch

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Code for part-segmentation on ShapeNet

2

Hi,Thomas, could you share the code in pytorch for training on shapeNet ? thank you very much!

Frank-Wang-wow

Share Training Log

2

Hi HuguesTHOMAS! Thank you for your awesome work! I followed readme.md and successfully test your pretrained model, but when I train your model, I found that the validation loss varied...

aoligei178

Testing on Unseen data and Validation Issues

1

Hi, Thanks for the clean code and your work on point cloud segmentation. Currently, I completed training model (**train_S3DIS.py)** on my custom dataset (Large scale point cloud) and got **mean...

ads9294

max_in limit dictionary issue

9

Hi, I'm having an issue during the preprocessing step with max_in limit dictionary when training SemanticKITTI(similar to #16 and #1). ``` Check max_in limit dictionary "balanced_4.000_0.060": ? Traceback (most recent...

guragamb

Using KPConv with partially subsampled S3DIS dataset for detecting indoor objects

15

Hello Thomas, Thank you for the open-sourced code. I am using your network to model safety-related assets like lights, exit signs, and fire alarms in an indoor scene. For this...

G-Anjanappa

Errors in the original data sets

3

Hello Mr.Thomas. Thank you for your wonderful work. When I run my own data set, I get an error. (Error Description) ＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿＿ RuntimeError: Caught RuntimeError in DataLoader worker process 0....

Shin-Kitahara

Assistance on KPConv-PyTorch installation (Windows 10)

2

Hello, I am planning to use the KPConv-PyTorch. But I need some help installing this on my device. I am fairly new to this environment, perhaps I do not understand...

RichardSnijder

Out of memory when using test_models.py

2

Hi, I tried to run the test_models.py on a single sequence folder (e.g 15) of the SemanticKitti dataset. However, I encountered cuda out of memory issues. May I know what...

xuanyi97

Hi, Nice job! When I read your code in the line 148 in the "test_models.py", I was some confused, Was it stand for the validation number of dataset?

zwy1996

Thanks for your work, the program was killed when I was running test_models.py. Hopefully you can tell me which parameters to change that can change it. We look forward to...

universitypengyuyan