Cognex Edge AI Vision: Adaptive Inspection with Jetson
Automation News%%{init: {'theme':'dark', 'themeVariables': { 'background': '#001c38' }}}%%
flowchart LR
A[Camera Feed] --> B[NVIDIA Jetson Edge]
B --> C{AI Inference}
C -->|Pass| D[PLC OK Signal]
C -->|Fail| E[Reject Mechanism]
style B fill:#76b900,stroke:#333,stroke-width:2px,color:#fff
Cognex Edge AI Vision: Adaptive Inspection with Jetson
Key Takeaways: Traditional rule-based vision systems struggle with variable lighting and unpredictable defect shapes. Cognex Edge AI Vision leverages NVIDIA Jetson to bring deep learning inference directly to the plant floor. Example-trained models significantly reduce commissioning time compared to manual threshold tuning. Machine vision on the factory floor has historically been a highly deterministic, rules-based […]