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🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

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Hi, I am trying to visualize S3DIS data (one whole .ply data) using your code from [LINK](https://github.com/QingyongHu/RandLA-Net/blob/04829e8bb57f802ff406a2f0aff4a5f64ef65179/helper_tool.py#L286-L323). However, the results of visualization is very weird as below: ![image](https://user-images.githubusercontent.com/32335758/117387838-89c4ed80-af24-11eb-88b3-0f2b9cfab51d.png) Do you...

Hello; Please I used the pre-trained model for semantic segmentation of an airborne point cloud but how can I determine the reliability of my results, is there a possibility to...

when i training dataset Semantic3d, i have a proplem: getnext() failed because the iterator has not been initialized. ensure that you have run the initializer operation for this iterator before...

Hi! Your demo is so amazing! I use your script of write ply file, I also write every vertex color into .ply file. But Blender doesn't display vertex color when...

@QingyongHu ,when I train the S3DIS datasets,I want to visualize the result, While opening: '/data/sws/RandLA-Net/test/results/Area_1_hallway_1.ply' Error encountered while loading file: "/data/sws/RandLA-Net/test/results/Area_1_hallway_1.ply" Error details: No vertex field found Is there something...

Hello , please I need your help. I would like to know after the model training, how I can do for prediction with my point clouds having a ".LAZ" format....

Good afternoon, Thank you for your excellent work. I'm running this code on a custom dataset and I ran into an issue with testing. I consistently got high IoU results...

Hi I have a problem running the main_semantic3D.py. I followed the instructions as it was suggested. However, each time I run the routine, I see this error message, which I...

Hi. Thank you for your great research. I have a question about your structure. According to the appendix of your study, decoders and encoders are composed of four each. ![image](https://user-images.githubusercontent.com/67694476/110464271-49104a00-8116-11eb-94c7-0b0daf67286b.png)...

Thanks for the awesome work. I'm trying to use RandLA for a regression task. I'm actually using the PyTorch implementation and tried replacing the final layers with linear layers but...