In-Sight 2800 Series
Easy-to-use vision system with pre-trained AI for solving basic to intermediate-level processing tasks.
Smart classification for reliable electronics production
PCB and capacitor classification is a critical inspection and sorting step in electronics manufacturing. Accurate classification is essential for quality control, proper component placement, and traceability. As electronic devices become more compact and complex, manufacturers must quickly and reliably distinguish between visually similar parts, especially in high-frequency, surface-mount applications.
AI-driven classification and sortation solutions offer a smarter, more reliable alternative to manual inspection. They reduce errors, improve component placement, and keep production lines moving efficiently. By automating this critical step, manufacturers boost quality, increase efficiency, and ensure product reliability.
Accurate automation for PCB and capacitor inspection
Powered by Cognex AI, our advanced solutions integrate high-resolution imaging with deep learning to solve complex visual classification and sortation challenges across a range of electronic components:
Capacitors: Variations in capacitor type (ceramic, electrolytic), size, color, and surface markings often make them hard to distinguish, even within the same class. Their cylindrical shape and reflective surfaces introduce additional complexity during high-speed visual inspection.
Trained on a wide range of labeled images of acceptable components, Cognex software systems identify and segment gold and electric capacitors into specific classes. During runtime, the system tolerates natural variation while detecting key features like color, size, and markings – all within a single image.
- Printed circuit boards: In fast-moving assembly environments, PCBs can differ in size, layout, and color. Cognex systems identify and sort boards using visual or code-based markers, ensuring the right boards enter the correct assembly or testing workflow. This automation supports work-in-progress tracking, prevents mismatched boards, and improves process reliability across the line.
Faster, smarter electronic assembly starts with Cognex
With Cognex, manufacturers can automate component classification with a high degree of speed and accuracy, reducing labor costs, improving throughput, and ensuring consistent product quality. Whether you're working with compact capacitors or high-density PCBs, Cognex delivers the precision needed to power modern electronics production.
By automating visual classification for both PCBs and capacitors, Cognex helps electronics manufacturers:
- Increase inspection accuracy
- Reduce manual sorting errors
- Streamline production lines
- Deliver high-quality, reliable electronic devices
And with all Cognex products, help is available whenever you need it, from a global network of experts to on-demand self-service resources. We’re here to help you increase throughput, meet high performance standards, and maintain consistent quality in high-frequency electronic products.