Machine Vision for PCB Inspection: 5 Scenarios and Lighting Selection Guide

Machine Vision for PCB Inspection: 5 Scenarios and Lighting Selection Guide

People often ask, “What is your detection accuracy?”. As the “skeleton” of electronic products, PCBs are essential in almost all electronic devices, from mobile phones to cars and servers. Nowadays, PCBs are evolving towards high density and multilayer designs, and relying solely on manual inspection cannot keep up with production capacity. Machine vision has become … Read more

PaddleOCR’s Pytorch Inference Module

PaddleOCR's Pytorch Inference Module

Overview In this project, we encountered a need for Optical Character Recognition (OCR). However, the best-performing <span>PaddleOCR</span> can only run on Baidu’s <span>PaddlePaddle</span> framework. In common projects, the more widely used Pytorch framework is often preferred. Installing PaddlePaddle separately not only makes the project overly bulky but may also lead to conflicts. In the previous … Read more

Initial AI Model Trials in Circuit Board Production

Initial AI Model Trials in Circuit Board Production

Introduction:The new wave of technological revolution and industrial transformation driven by artificial intelligence, represented by large models, is developing deeply, presenting immense opportunities and disruptive challenges across various industries. In the industrial sector, artificial intelligence is a key variable in advancing new industrialization, and the implementation of industrial large models will provide new pathways for … Read more