3D-BoNet

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如何制作自己的数据集

3

杨博士您好，我用深度相机采集的.ply格式的数据该如何转化成您的网络中所需要的.h5格式呢，您是如何把原始的S3DIS数据集转化成.h5格式的呢？

PengboLi1998

训练自己数据集的问题

17

杨博士你好，我尝试用你的网络训练自己的数据集，训练的环境是： tensorflow1.15 cuda10 cudnn7.0.4 可以正常编译和读数据，但是训练到第30多个epoch时训练中断，训练日志如下，希望杨博士能够解答 epoch 32 end time is : 2021-01-08 14:21:29.075227 train files shuffled! is training ep : 33 total train batch num: 100 ep 33 i 0...

lifeiwen

感觉这份代码对于实际工作几乎没什么意义

2

在eval结果中，要么只包含实例信息，要么只包含语义信息。那么实例信息中每个box属于什么语义并不清楚。而语义信息中的bounding box却是一个大的Box。也就是说每个实例的box没有与语义信息关联

mshmoon

请问按照论文所讲，作者您是使用了Scannet数据集中的18个类别进行测试，请问在训练的时候，是否将18个类之外的其余类别当作背景一起进行训练呢？还是说只选取了18个类的点云进行训练？

QingWindIsStillTheWind

Hi, thanks for your code. I tested the 3D-BoNet with my own data created from a Dynamic Vision Sensor. I get some weird test results, as you can see from...

LaureenK

Error in Hungarian: matrix contains invalid numeric entries

7

I am training a dental pointcloud dataset that has already been tested on ASIS with quite good results, but now testing on 3D-BoNet and having used [the recommended h5 files...

masotrix

Can a higher version of tensorflow run the project?

2

Hi,Yang7879.I am learning your project now. You really make a remarkably job. When I configure the environment, like the tensorflow, if I use a higher version of the tensorflow(tensorflow 1.13.1),...

zhaoyu19920930

The meaning of ins_labels and sem_labels

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Hi, thanks for your great work! Can you explain the meaning of 'ins_labels' and 'sem_labels' in helper_data_s3dis.py line 44 and 45 . I am not sure if I understand correctly....

pomelo93

Questions about the visualization of results

2

Hi, Doctor Yang. Thanks for sharing your code. I train and eval S3DIS, some files (like .npz, .mat) were output, but I don't know how to visualize the results. Would...

zeng-ziyin

visualization S3DIS

3

hi, Bo, I have trained and eval on s3dis data, how can l visualization results? and I saw you have did it in (6) qualitative results on S3DIS

clare19997