Unlock new levels of quality assurance with the Lattice sensAI™ Defect detection solution —enabling real-time detection and classification of defects in manufacturing, assembly, and inspection processes. This demonstration showcases how Lattice FPGAs and sensAI software deliver robust, low-power vision intelligence for industrial automation and quality control.
The demo leverages advanced computer vision models to:
- Detect surface defects, cracks, scratches, and anomalies on products or components
- Classify defect types and severity in real time
- Output annotated video streams with defect locations and labels
- Run efficiently on Lattice FPGAs, with video and metadata streamed to a host processor via MIPI and I2C
- Visualize results in HUB software on the processor
- Compatible with CrossLink-NX and CertusPro-NX SOM boards.
Features
- Instantly identify and classify defects, enabling rapid response and corrective action
- Efficient AI models optimized for edge devices, supporting continuous inspection
- Supports a wide range of defect types and deployment scenarios
- Easily connects to existing inspection systems and legacy infrastructure
- Accurate detection for improved product quality and reduced waste
