Olivier Courtin

Humm, simple solution can only arise since you take all the context dimensions in account... And so not convinced, about first @Komzpa proposition :) So about bringing more context informations:...

``` At this point, i see mainly two options: 1. Renaming RoboSat.pink to something less confusing 2. Mutualisation with other Open Source AI4EO teams on a common platform Please make...

Daniel, Would it be possible to publish your roads dataset online ? (anyhow having a common dataset to compare results with would be great. For buildings the INRIA one is...

Well, the point for a decent roads extraction opendataset is less the imagery than the labels :)

@daniel-j-h Thanks for this ! I gave a quick try (with robosat.pink), and for now, not yet able to see significant improvement (from metrics), with scSE stuff. Will try harder...

@daniel-j-h I confirm i did'nt seen any significant perf improvement throught PyTorch CUDA pinned setting. On the other hands, among identified points mattering for training: - Several DataLoader processes (to...

@daniel-j-h OK, ping me when you will be available to begin the review. In the meantime i keep working and pushing related stuff in this branch.

From your previous code review, i've performed some new improvements, to take some of your comments in account, and keep on to the tools refactoring. Compare: - Whole refactor on...

So any new comments welcome :)

Hi @DavidDohmen ! Current dev, including this PR, and lot more enhancements, continue right now on RoboSat.pink fork. GitHub: https://github.com/datapink/robosat.pink (use the master till the coming 0.4.0 release) Gitter Chat:...