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Hello aboulch! Due to objective reasons, I can only run in the windows environment, I have passed the test of data production, k-neighborhood, etc., but when I train, I have...

Hello, First, thanks for sharing your code, it is really helpful to have it along with reading the paper. Great work! I have tried running the code for the npm3d...

when building nearest_neighbors from setup.py file it shows the following error: error: Unable to find vcvarsall.bat how can I solve it?

greeting, I have tried to increase the batch size for semantic3D from 16 to 64 as I thought it will decrease the training time .However, I got the opposite: the...

I am very interested in your great work! Could you provide the code used to visualize the results of npm3d and semantic3d in your paper?

In Section 4 of the paper (https://arxiv.org/abs/1904.02375), there is a description of the neighborhood computation of `{q}`, by scoring points to ensure regions of the point clouds are sampled uniformly....

What is the meaning of the intensity value at the 4th column of the Semantic3d dataset txt files? Why they are negative number? Are they necessary for implementing the networks?...

Hi! Working on Win 10, Python 3.6.12 I'm trying to do a simple test run for ModelNet40 with a code like this added at the end of `networks\network_classif.py` file: ```...