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Orion-AI-Lab / KuroSiwo

Code and data for Kuro Siwo flood mapping dataset
https://orion-ai-lab.github.io/publication/bountos-2023-kuro/
MIT License
40 stars 3 forks source link

Request: Access to pre-trained model checkpoints #1

Closed PatrickTUM closed 10 months ago

PatrickTUM commented 11 months ago

Yassou @ngbountos & colleagues,

congratulations and thanks for your nice work! This is to ask whether the benchmarked models' checkpoints are available anywhere or whether you are planning to share them. Specifically, it would be convenient to have access to the checkpoints of FlodViT and SNUNet, as these two perform very well and cover both segmentation plus change detection.

I understand that the aim of the publication is in providing a benchmark rather than new SOTAs and that the training scripts are kindly provided by you ... BUT it would be awesomely convenient to having access to these checkpoints for some rapid prototyping and quick inference-only purposes : )

Cheers Patrick

ngbountos commented 11 months ago

Hey @PatrickTUM,

I updated the README with the links for the weights of the top two models in our benchmark (FloodViT and SNUNet). The code for the change detection models and training will be released in the coming week. I hope this helps you. If you need more information feel free to contact us anytime :)

Nikos.