LSD-seg
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swamiviv
synthia_mapped_to_cityscapes(labels)
I can not find the synthia_mapped_to_cityscapes(labels) in dataset. Who can help me?
Hi, this (code to generate the data) will be uploaded in 2-3 days.
On Tue, Jul 24, 2018 at 1:53 AM, gshdong [email protected] wrote:
I can not find the synthia_mapped_to_cityscapes(labels) in dataset. Who can help me?
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@swamiviv could you please update the synthia_mapped_to_cityscapes(labels) script? I couldn't reproduce the result claimed in your paper when I use my own script for mapping the classes.
Hi, I have changed org so things have been slow. The results are very much reproducible as shown in this thread: https://github.com/swamiviv/LSD-seg/issues/4
Meanwhile, the label mapping is very similar to what's being done in similar repos we have compared in the paper such as: https://github.com/YangZhang4065/AdaptationSeg?files=1
I could reproduce the paper with mIoU of 34.42.
To make the labels coherent, I used this script and changed the paths in the GT files.
I converted both SYNTHIA and CITYSCAPES labels. During evaluation, I had to delete this line since the new GT files already had the same labels.
@swamiviv, could you please share the code for mapping SYNTHIA labels to cityscapes with me? I am working on paper and wish to cite your work, however I can not reproduce the experiment without synthia_mapped_to_cityscapes labels =( Thank you in advance!
@fabioperez, Hi, do you still have your modified code for training and label mapping?
These are the files that I used: https://gist.github.com/fabioperez/0ea329e86ee5c695d1faccc806ed2d7b
The idea is to map the labels from different datasets to the same IDs. I also had to delete the following line since there the label conversion was performed offline: https://github.com/swamiviv/LSD-seg/blob/e373e896be2de7b8c4a0bfa2a7ab0efc924836fd/code/eval_cityscapes.py#L55
@fabioperez, Hi, I found your script very helpful. I downloaded RAND-CITYSCAPES for synthia dataset from the website but found that images are not available, I mean, the folder only includes depth images. Any suggestion?
