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Solar filament instance segmentation on GONG H-alpha images (Kaggle Solar Filament Segmentation Challenge 2026): U-Net at 1536 px, learned selection on a threshold tree, rotated-crop refiners. Out-of-fold PQ 0.440.
Fast, GPU-accelerated solar lucky-imaging stacker and sharpener for Windows, macOS and Linux. Published mirror of an internally developed project. Bug reports and feature requests welcome as issues; pull requests are not being accepted at the moment.