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Dashboard (/p/<project>/dashboard)

Pipeline health at a glance.

  • Live dataset stats, polled every 10 seconds.
  • Run Clustering Now — starts an auto-label run with stage progress, shared with the backend's own scheduled run.
  • Assist scope (AssistScopeBar) — when the backend advertises a usable VLM prompt pack, an optional per-class scope lets you point the VLM-assisted sweep at a single class instead of the whole pool. Absent when the backend doesn't advertise one.
  • The Assist with the VLM quick action links to the clusters: a VLM run on a cluster, sub-cluster, selection, crop or box is started from there with Assist… (see Assist). With no VLM active for the project it links to the Models settings instead.
  • With a served region profile, a detections panel shows region coverage.
Dashboard — live stats and the clustering/assist trigger

/ itself is not a route — it redirects to the default project's dashboard, /p/<default-project>/dashboard. See Projects for how the active project is chosen and how old bare URLs (without a /p/<project> prefix) resolve.

Embedding and detections​

The stats include an Embedding card, and a Detections summary panel below them, with an Embed N detections action when the backend suggests one. See Embedding state and detections summary.