Akide Liu

Per this issue discussed https://github.com/open-mmlab/mmsegmentation/issues/1599

> Do you have related baseline or sota results on KITTI semantic segmentation dataset? Hi @MengzhangLI , I did not have a baseline or SOTA results on this dataset because...

> Hi, @MengzhangLI , I am planning to run around 1000 epochs on a single GPU for three famous networks, UNet, DeepLabV3+ and PSPnet as a baseline for this dataset....

Looking forward to the training and evaluation results for different network architectures on your end. The log of the previous UNet has been attached below. Could you please help to...

I do not quite understand why the lint is failed... ``` isort....................................................................Failed - hook id: isort - files were modified by this hook Fixing /home/runner/work/mmsegmentation/mmsegmentation/mmseg/datasets/__init__.py yapf.....................................................................Failed - hook id: yapf...

@xiexinch a new commit response to the review, if you have any suggestions plz let me know

> Hi @AkideLiu I'm searching baselines on the KITTI dataset, since we'll do some experiments on it. If you have any suggestions, welcome to let me know. I do also...

Hi @xiexinch , the conversion of the label ids is not required for this dataset. The official format can easily be adapted from the cityscape label policy and the rest...

> Hi @MengzhangLI @AkideLiu How about using [these results](https://github.com/mseg-dataset/mseg-semantic) as the baseline? Ref [MSeg: A Composite Dataset for Multi-domain Semantic Segmentation (CVPR 2020)](https://openaccess.thecvf.com/content_CVPR_2020/papers/Lambert_MSeg_A_Composite_Dataset_for_Multi-Domain_Semantic_Segmentation_CVPR_2020_paper.pdf) I have briefly gone through this paper,...

> > Hi @xiexinch , the conversion of the label ids is not required for this dataset. The official format can easily be adapted from the cityscape label policy and...