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v1.5 (2025-11-01)
Added
First-launch welcome window with onboarding tips and a one-click path to the control panel.
Toggleable debug card in the control panel that shows live CPU, RAM, and FPS telemetry while monitoring.
Changed
Default model selection now targets the 512px profile for higher-confidence detection out of the box.
Overlay respects the Return key for instant dismissal and cleans up keyboard monitors when hidden; opening the control panel now closes the welcome window to avoid stacking UI.
Control panel layout groups alert and debug controls side-by-side and trims threshold copy for a denser feel.
Performance
Model runner preallocates pixel buffers, reuses multi-arrays, and performs color conversion with Accelerate to double inference throughput while reducing CPU load.
Camera pipeline captures at utility QoS, throttles to 5 FPS, and drops inflight frames to prevent backpressure, reducing CPU load by a factor of almost 2.
Monitor view model exposes smoothed FPS readings alongside system resource stats so performance gains are easy to verify.