SingTown Technology Develops "Vision-Based" Fully Automated AI Precision Component Inspection System

Ang AI intelligent camera system ng SingTown Technology na nakabase sa OpenMV ay maaaring gamitin para sa pagkilala ng butas ng tornilyo at pagtuklas ng pagbabarena ng mga industrial na bahagi. Sa pamamagitan ng machine vision at mga algorithm ng pagkilala ng imahe, tumpak na tinutukoy ng sistema kung may umiiral na mga bilog na butas, hindi nabuksang butas, o mga abnormal na depekto sa ibabaw ng produkto, na nagbibigay-daan sa awtomatikong pag-uuri at kontrol ng kalidad. Malawakang itong inilalapat sa mga linya ng paggawa, pag-assemble, at pagsusuri.

In precision manufacturing and component inspection, determining whether a product has been drilled or whether the screw hole morphology meets standards is a critical step, impacting assembly efficiency and quality. SingTown Technology's AI smart camera, based on OpenMV, integrates machine vision with computer vision algorithms to develop an embedded vision system capable of automatically identifying screw hole features on product surfaces.

After the camera captures the surface image of the workpiece, image recognition algorithms are employed to analyze shape, grayscale, edge, and reflective characteristics, accurately determining the presence of screw holes, their centering, and whether the aperture meets standards. For parts that are visually similar but structurally different (such as solid discs and hollow nuts), the system can automatically distinguish and classify them, preventing assembly misuse.

AI algorithms can be tailored for training, supporting the detection of components with varying specifications, materials, and gloss levels. Integrated with the conveyor system, the recognition results can be directly output to robotic arms or sorting devices, enabling fully automated sorting and quality screening.

The OpenMV intelligent camera features a compact size and low power consumption, allowing it to be flexibly embedded into production line equipment or inspection stations for edge deployment, making it suitable for complex industrial environments with limited conditions.

SingTown Technology, with its core focus on edge AI and machine vision technologies, enables more precise, efficient, and stable screw hole detection, assisting the manufacturing industry in achieving intelligent and automated upgrades for precision component quality inspection.