Analysis Performance

Simulated macOS performance dashboard — Figure 1. macOS — Processing FPS, inference latency, backlog, confidence, and track-duration charts. Simulated research data.

Profiles are Live Efficient, Live Detailed, Offline Balanced, Offline Detailed, and Custom. Live Efficient samples fewer frames and limits optional features. Offline Detailed prioritizes completeness and may run slower than real time.

The resource controller watches thermal level, battery, memory, latency, and backlog. Moderate pressure increases the sampling divisor and suspends optional features; critical heat or memory pressure pauses analysis. Archival video quality is never changed. OrganicVision reports compute configuration and observed latency, not unverifiable Neural Engine utilization percentages.