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

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Hello, I want to use the point cloud I collected to test the pre-trained model on semanticKITTI. I just convert the ply file to .npy and put it in velodyne,...

I have trained the model on custom dataset using same S3DIS classes and prepared data also in same way, i could see the output for validation data, now how can...

According to this link: https://groups.google.com/g/codalab-competitions/c/xJlHTZAgztM The old codalab is offline now, and I cant submit any new trained result to the evaluation server. Could u please move the old challenge...

使用s3dis area1作为验证集,在linux和windows上训练100次后miou不到20%,重复训练很多次了都提不上去,为什么?环境:linux/windows,tensorflow-gpu=2.6,nvidia 1065-ti 4g内存,batchsize=1 ![image](https://user-images.githubusercontent.com/38464816/259427090-bdb38f22-ef13-424e-b234-40883990a394.jpeg)

Hi, I would like to inquire details about the coordinate system used in S3DIS dataset. Thank you.

Hi qingyong, I want to know how to realize the multi frame visualization of semantic Kitti. Is it through open3d? Thanks. Best

I've been working with RandLA-Net, specifically mimicking the setup used for the S3DIS dataset, for semantic segmentation of point cloud data, focusing on building facades. While achieving promising results on...

请问如果想要将网络运用在自己的数据集上进行分割,是要对齐所提供的数据集格式吗?

胡博士您好,我想要修改您的这个网络,但是您的网络里面输入的xyz的shape是动态的,我想问下您如何可以在网络中固定tensor的shape