KPConv-PyTorch

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visualize_deformations "list index out of range"

3

Hi HuguesTHOMAS, Thank you for your implementaion of KPConv and sharing with us. When I finish train and test about Object Classification on ModelNet40, I run visualization scripts for the...

d-serafly

OOM Error after 1 epoch or in the middle of the epoch

3

Usually, when using this code, I was getting calibration issues and things like that. But now, after the calibration passes correctly, I notice an "OOM error" in the middle of...

working12

Dimensionality, Potential-based sampling, input spheres and batch_neighbors in Classification

5

Hi Hugues, first of all, thank you for releasing the PyTorch Version of your code and especially for the link to your PhD thesis in one of the other issues....

TobiasMascetta

Training sensaturban does not converge

4

Hello, I use the dataset sensaturban according to train_ S3DIS. Py training kpconv, without changing parameters, using two Birmingham_ block_ 0.ply to Birmingham_ block_ 4. Ply (all split into 2x2...

zhu-xiao-di

How to speed up the model inference.

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Hi, @HuguesTHOMAS ! Thank you for your excellent work！ I'm trying to test the time-cost when model inference by:  I want to reduce the time-cost of the model inference,...

Trexzhou

Inputs of KPConv

1

Hi Hugues, Firstly thanks again for releasing your code and some pretrained models. I've been working on this for a few days trying to see if it was possible to...

BingHan0458

Working with smaller (8GB) GPUs

2

Hi Hugues Firstly thanks again for releasing your code and some pretrained models. I've been working on this for a few days trying to see if it was possible to...

LucHayward

Test results on S3DIS

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Hello! very thanks for this code, its a great work. And I have a problem here. I downloaded your pretrain model, and use 'test_models.py' to test on S3DIS, but finally...

zhangzihui247

2D point cloud

3

Hello, KPCONv-PyTorch is an excellent project. Does this project support 2d point cloud computing? We hope to promote cloud computing in more fields like digital health and imaging. Thank you...

liangzhendong123

Similar dataset but without calib.txt and times.txt files.

18

Hi THOMAS, I'm using a similar dataset, but I don't have the calib.txt and times.txt files. What exactly do these provide to your implementation?

JohanBergius