Factory quality inspection no longer relies on visual judgment; SingTown AI vision takes over, delivering faster and more accurate results.

SingTown Technology's intelligent camera system, based on OpenMV, utilises AI and machine vision technologies to achieve automatic identification of defects such as circuit board cold soldering, component absence, and reverse installation. Through high-precision image recognition and comparative analysis, the system effectively reduces manual inspection errors and enhances the yield rate and production efficiency in electronic manufacturing processes.

In the electronics manufacturing sector, challenges such as cold solder joints, insufficient soldering, reversed components, or missing parts are critical and prevalent issues in product quality control. SingTown Technology's intelligent camera solution, built on the OpenMV platform, combines AI deep learning with computer vision algorithms to facilitate real-time detection and pinpointing of circuit board defects on high-speed production lines.

The system captures high-definition images and automatically compares them with standard templates to conduct precise analysis of the brightness, morphology, position of solder joints on circuit boards, as well as the orientation of components. When defects such as cold solder joints, missing solder, or reversed component installation are detected, it can immediately issue alerts or activate the rejection mechanism, enabling automatic sorting and quality control.

Compared to traditional manual inspection, this AI smart camera solution provides quicker detection speed, enhanced stability, and reduced false positive rates, rendering it especially suitable for high-speed SMT production lines, automated assembly inspection, and final quality control processes.

Leveraging the miniaturisation, programmability, and edge-deployment capabilities of the OpenMV module, the solution can be flexibly integrated into various detection devices. SingTown Technology's self-developed algorithm library and edge AI enable users to customise detection parameters based on actual production needs, facilitating rapid model training and deployment.

SingTown Technology offers economical, efficient, and expandable embedded vision solutions for electronics manufacturing by leveraging machine vision and image recognition technology, advancing production lines toward enhanced precision and increased automation.