Factory Vision Bench: Stress-Test Isaac 0.5 & Edge Models

MODEL: Isaac 0.5

INFERENCE: 8.4 ms

CONFIDENCE: 94.2%

DETECTED: 3 Objects

LIGHTING: 850 Lux

BELT VELOCITY: 1.8 m/s

JITTER RMS: 1.4 px

Real-time mAP@50 88.4%

Edge Latency (Orin) 8.4 ms

False Alarm Rate (E-Stop) 1.2%

Throughput / Yield 98.8%

Effective FPS 119 FPS

Stress Scenario Presets 1-CLICK BENCH

Physical Plant Stressors

Ambient Lighting (Lux) 850 Lux

Line Speed (m/s) 1.8 m/s

Steam / Particulate Dust 15%

Reflective Wrap / Lens Glare 20%

Package Deformation Severity 10%

Benchmarked against standardized factory fixtures under active environmental stressors. Metrics update dynamically with stress sliders.

Architecture	Zero-Shot Anomaly	Current mAP@50	Jetson Orin Latency	Tail Latency (p99)	False E-Stop Rate	VRAM Footprint	License / Openness

Metrology Session Ready

All 4 models benchmarked against current stress configuration.