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Overhauled the auto-detect window with a dual-pane overview/detail timeline, interactive ROI selection, grid opacity control, and per-cell border rendering for clearer event visualization.
Added incremental algorithm rerun scheduling so parameter changes (scale, opacity, ROI) trigger a debounced re-evaluation without blocking the UI.
Active-cell overlay and cell-border rendering are now cached by pipeline generation, avoiding redundant recomputation across frame scrubs.
Exporter now selects ROI-scoped speed metrics when an ROI is defined, falling back to full-frame metrics otherwise.
Performance
Added DownsampledFrameSource (sdapp/shared/frame_source/downsampled.py) and compute_visualization_stats_for_preview to compute visualization stats at 0.25× resolution during the analysis-launch preview, then upsample the baseline back to full resolution — significantly reducing preview wait time on large stacks.
Added sdapp/shared/diagnostics/ with OpenPerfTrace: a lightweight wall-clock stage/mark tracer for the analysis-window open path. Traces are dumped to the app log on completion and silently discarded on failure.
Analysis launch flow now wraps the full open sequence in a perf trace, attributing time to import, preview preparation, frame rendering, and options-dialog interactions.
Model/checkpoint compatibility
No checkpoint format or project schema bump in this release; existing managed and local SAM2 model selections remain compatible.
Platform/backend limitations
No platform-specific regressions are known from the automated suite.
DC trace controller and host window controller received minor fixes to align with the updated auto-detect and analysis launch flows.
.sdproj/migration notes
No .sdproj schema version bump is required; existing projects remain loadable.
_save_project_after_metrics_apply now persists project state immediately after metrics are applied from the host window, reducing the chance of unsaved metric changes.
Known segmentation caveats/regressions
No new release-blocking segmentation regressions are known from the automated suite (708 tests pass).
SAM2 post-processing/native extension availability may still vary by environment.
Auto-update behavior still depends on platform packaging/signing state; validate against final signed release artifacts.