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

Ang SingTown Technology na intelligent camera system, na nakabatay sa OpenMV, ay gumagamit ng AI at machine vision technologies upang makamit ang awtomatikong pagkilala sa mga depekto tulad ng cold soldering ng circuit board, kawalan ng component, at reverse installation. Sa pamamagitan ng mataas na precision na image recognition at comparative analysis, ang sistema ay epektibong nagbabawas ng mga pagkakamali sa manual inspection at nagpapataas ng yield rate at production efficiency sa mga proseso ng electronic manufacturing.

In the electronics manufacturing industry, issues such as cold solder joints, insufficient soldering, reversed components, or missing parts are critical and common challenges in product quality control. SingTown Technology's intelligent camera solution, based on the OpenMV platform, integrates AI deep learning with computer vision algorithms to enable real-time detection and localization 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 offers faster detection speed, stronger stability, and lower false positive rates, making it particularly suitable for high-speed SMT production lines, automated assembly inspection, and final quality control processes.

Leveraging the miniaturization, 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 customize detection parameters based on actual production needs, facilitating rapid model training and deployment.

SingTown Technology ay nagbibigay ng murang, mahusay, at madaling palawakin na mga solusyon sa embedded vision para sa paggawa ng elektronika sa pamamagitan ng teknolohiya ng machine vision at pagkilala ng imahe, na nagtutulak sa mga linya ng produksyon patungo sa mas mataas na kawastuhan at mas malaking awtomasyon.