Search Results for author: Maciej Ziaja

Found 3 papers, 1 papers with code

Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection

no code implementations16 Jun 2023 Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Piotr Bosowski, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa

Cloud detection is a pivotal satellite image pre-processing step that can be performed both on the ground and on board a satellite to tag useful images.

Cloud Detection Knowledge Distillation +3

Self-Configuring nnU-Nets Detect Clouds in Satellite Images

no code implementations24 Oct 2022 Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa

Cloud detection is a pivotal satellite image pre-processing step that can be performed both on the ground and on board a satellite to tag useful images.

Cloud Detection Meta-Learning +2

MuS2: A Real-World Benchmark for Sentinel-2 Multi-Image Super-Resolution

1 code implementation6 Oct 2022 Pawel Kowaleczko, Tomasz Tarasiewicz, Maciej Ziaja, Daniel Kostrzewa, Jakub Nalepa, Przemyslaw Rokita, Michal Kawulok

Insufficient image spatial resolution is a serious limitation in many practical scenarios, especially when acquiring images at a finer scale is infeasible or brings higher costs.

Image Super-Resolution

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