cellmap_flow.dashboard.routes.model_advice

Advice about a served model’s normalization and postprocessing.

Nothing in cellmap-flow records what a model expects: metadata.json carries geometry and provenance only, and the input/output handling is set by convention plus whatever happens to be toggled in the UI. A wrong choice degrades the result silently rather than erroring, which is a bad failure mode.

This endpoint combines two sources into a verdict the UI can show:

the running server’s output probe (/__control__/output_probe), which observes what activation the model’s output already has, and
the model’s declared metadata (channel count, name, training framework).

It never changes anything – callers decide whether to apply the suggestion.

Attributes

`logger`
`model_advice_bp`

Functions

model_advice()

Per-model verdicts on the currently configured input/output handling.

Module Contents

cellmap_flow.dashboard.routes.model_advice.logger

cellmap_flow.dashboard.routes.model_advice.model_advice_bp

cellmap_flow.dashboard.routes.model_advice.model_advice(): Per-model verdicts on the currently configured input/output handling.