OPTICAL INSPECTION MONITOR (LIVE SIM)
PCB_SOLDER_JOINTS
Model: Isaac 0.5 (Open-Weight)
HW: Jetson Orin Nano (8GB)
PRECISION
87.5%
TP / (TP+FP)
RECALL
93.3%
TP / (TP+FN)
F1 SCORE
0.903
Harmonic Mean
DEFECTS FOUND
14
of 15 total
AUDIT VERDICT:
Conditional Pass: Exceeds 50 FPS target but exhibits 12.5% FP surge under high-frequency conveyor vibration.
DEGRADATION STRESS INJECTORS & TARGET PROFILE
ISO-9001 COMPLIANCE
EMPIRICAL CONFUSION MATRIX (100 CYCLES) 100 / 100 Frames
True Positives: 14
False Positives: 2
False Negatives: 1
True Negatives: 83