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remaro-network / SubPipe-dataset

A Submarine Pipeline Inspection Dataset for Segmentation and Visual-inertial Localization
GNU General Public License v3.0
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Segmentation Folder Missing #7

Closed Tunjii10 closed 4 months ago

Tunjii10 commented 5 months ago

Hi, Great work here. I am currently trying to implement some segmentation algorithms for sub sea pipe tracking and came across this wonderful dataset. However, it seems the segmentation folder containing the images and segmentation masks is no longer available in the published dataset version. perhaps it might have been available in previous versions. Please, is it possible to get this data and if so can you point me in the right direction. Thanks.

antallaszlo011 commented 5 months ago

Hi @Tunjii10,

Thank you for reaching out!

The currently available version of SubPipe (v3.0.0) includes the semantic segmentation data we have. Please note that we only used the second chunk (Chunk2) to create the segmentation data, so this is the only chunk with the corresponding folder.

In the future, we may generate more semantic segmentation data. If that happens, we will release an updated version on Zenodo.

I hope this helps! Let me know if you have any other questions. :)

Tunjii10 commented 5 months ago

Thank you very much, I have seen the segmentation folder.

jpcoffelt commented 4 months ago

Just to followup on @Tunjii10's comments...

First, great work and thanks so much for sharing the dataset! Second, I can only find 107 of the 647 (image) segmentation files mentioned in (the arXiv version of) your paper. I have already checked the latest versions of SubPipe, SubPipeMini, and SubPipeMini2 on Zenodo, but do you happen to know if the rest might still be available elsewhere?

antallaszlo011 commented 4 months ago

Hi @jpcoffelt, thanks for the helpful tip!

You are right, we made a mistake in the latest release of SubPipe. We accidentally included only the "test" set of segmentation images and omitted the train and validation sets. We have fixed the problem, and in the new version (v3.0.1) all 647 images and their annotations are now available.

Thank you very much for informing us about this issue. :)

jpcoffelt commented 4 months ago

Thanks, @antallaszlo011. All segmentation labels/masks now found!