feat(ipred): composable feature modules, classifier pipeline, and layered overlays - #2
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phzwart wants to merge 30 commits into
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feat(ipred): composable feature modules, classifier pipeline, and layered overlays#2phzwart wants to merge 30 commits into
phzwart wants to merge 30 commits into
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…ectly to Annotate page when a user uploads a dataset
… a different class
…make it easier to not paint over an already annotated region with another class
…a new class, you can optionally prevent overlaps and automatically cut out holes to avoid two annotations for the same region
Add the ipred FastAPI engine with modular feature compositions (skimage, CLAHE, SlimSAM, TomoJEPA, PCA), CatBoost conformal train/predict, and viridis probability overlays with a persistent canvas Layers panel so image, features, predictions, and annotations can be toggled together. Co-authored-by: Cursor <cursoragent@cursor.com>
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Closing: keeping this work as a branch on phzwart/forge_Segementation_Finch, not submitting upstream as a PR. |
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Summary
# REMOVE THIS AND USE YOUR OWN STUFF.Test plan
start_all.shbrings up frontend, annotate (:8002), ipred (:8003), Tiledpytest ipred/testsand frontend vitest for composition / layers / pixelClf helpersMade with Cursor