AI-Powered Weld Defect Detection for Battery Manufacturing As demand for electric vehicles (EVs) and energy storage systems continues to grow, manufacturers face increasingly stringent quality requirements for lithium battery production. One of the most critical processes is battery seal welding, ...
Improve Fabric Quality with AI-Powered Machine Vision As textile manufacturers pursue higher production efficiency and stricter quality standards, traditional manual inspection is no longer sufficient for modern production lines. AI-powered machine vision technology provides a reliable solution for ...
United Electronics - Chip Soldering Defect Detection Project Background After chip soldering, it's necessary to categorize and output the results as OK or NG. For example, unsoldered chips are categorized as half-soldered or missing solder, currently judged based on solder area. This detection ...
Introduction In the automotive electronics industry, every component must be accurately identified to ensure complete product traceability and quality control. One common challenge is recognizing laser-engraved characters on automotive IGBT (Insulated Gate Bipolar Transistor) components, where ...
Industry Automotive Manufacturing Application AI Object Detection | Rubber Plug Position Inspection | Compressor Assembly Verification Project Background Automotive air conditioning compressors are the core components of vehicle HVAC systems, responsible for compressing and circulating refrigerant ...
AI Vision Inspection for PVC Medical Glove Defect Detection Achieving 99.99% Inspection Accuracy with Deep Learning As global demand for medical gloves continues to grow, manufacturers are under increasing pressure to improve product quality while maintaining high production efficiency. Manual ...
Project Background Building block toys have become one of the fastest-growing segments in the global toy industry. A complete set of bricks is essential for successful assembly, making missing-part inspection a critical quality control process. Traditionally, manufacturers verify package completenes...
Pharmaceutical Industry Box Cleanout Inspection Solution High-Precision Machine Vision System for Residual Detection in Production Lines In the pharmaceutical manufacturing industry, cleanout inspection during batch changeovers is a critical requirement under GMP standards. Any remaining boxes, ...
Introduction In the steel and construction manufacturing industry, accurate counting of steel rebars (reinforcement bars) is essential for inventory management, logistics, and packaging efficiency. Traditionally, rebar quantity is calculated based on weight estimation. However, this method often ...
