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Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

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Hey, thank you for the great paper and code! Does there exist code to visualize the predictions? I couldn't find it. Thanks in advance!

![image](https://user-images.githubusercontent.com/52599722/160963351-71a950ac-d3d5-4d32-9c2a-b963cdc48189.png) Got a lot of labels, I want to know is it possible to visualize these results? using SemanticKITTI

Really thanks for sharing this awesome code ! I'm really looking forward to do some experiments with this great model, but now I'm struggling with the run time. In my...

Table 1: Results of our proposed method and state-of-the-art ![snap](https://user-images.githubusercontent.com/90170316/156694236-435ce639-c459-4488-aab0-5bccf243cf45.png) Segmentation methods on SemanticKITTI test set. Note that all results are obtained from the literature, where post-processing, flip & rotation...

I read the code ,it do not have the point-wise refine moduls,Can you share??

I find it has 'semantic-kitti-multiscan.yaml' in your repository, do you have a multi-scan pretrained model? If I want to train multi-scan data, what should I do? Thanks.

Thanks for your impressive works! These codes may help with the error of the spconv.

does the pretrain model MIOU is best?? I test it on semantic kitti val dataset ,MIOU is low ,about 45. It's the same with nuscenes. Is there is wrong ??

你好,很抱歉打扰您! 1.请问我如何使用自己标注的数据集进行训练? 2.我的数据集格式需要像semantic-kitti一样分成train/val/test的sequence吗?(如果要,各需要多少个sequence呢?) 非常感谢您的建议!

Hi, while trying the below command: > python demo_folder.py --demo-folder demo_folder --save-folder demo_save I had the following error: > terminate called after throwing an instance of 'std::bad_alloc' > what(): std::bad_alloc...