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TUI-NICR / EMSANet

EMSANet: Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments
Apache License 2.0
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Is it possible to use Cityscapes Dataset? #3

Open lexiothor122 opened 1 year ago

lexiothor122 commented 1 year ago

Greetings,

Hi. This is fascinating to see panoptic segmentation with rgb and depth image combine. And I'm thinking to use Cityscapes Dataset to your model (as what you've done with ESANet for semantic segmentation). Is it possible to use Cityscapes Dataset on this model?

Thank you in advance.

danielS91 commented 1 year ago

Yes, of course, the application to Cityscapes is possible. However, we are currently focusing on indoor scene analysis only and did not spend time with preparing Cityscapes for panoptic segmentation. You would have to first add the instance extraction part to the Cityscapes dataset workflow. Subsequently, network training should work with few minor changes.

danielS91 commented 1 year ago

See our nicr-scene-analysis-datasets package for further details.

JuanJia commented 1 year ago

nicr-scene-analysis-datasets/setup.py, line27:'nicr_scene_analysis_datasets==0.4.0'should be"0.4.1"