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add 4-class fiber/ink self-distillation trainer (scripts/fiber_5class)#985

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add 4-class fiber/ink self-distillation trainer (scripts/fiber_5class)#985
giorgioangel wants to merge 1 commit into
mainfrom
feature/fiber-5class-paris4-full-features

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@giorgioangel

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3D UNet for bg / vertical fiber / horizontal-angular fiber / ink, self-distilled from frozen fiber+ink teachers (no GT). Per-crop GPU pseudo-labels: fiber prob -> cuws watershed -> per-instance PCA orientation split; ink overrides fibers; raw<90 forced to background.

3D UNet for bg / vertical fiber / horizontal-angular fiber / ink, self-distilled
from frozen fiber+ink teachers (no GT). Per-crop GPU pseudo-labels: fiber prob
-> cuws watershed -> per-instance PCA orientation split; ink overrides fibers;
raw<90 forced to background.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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vercel Bot commented May 26, 2026

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