Challenges: Complex backgrounds, inconsistent font imaging, low contrast, distorted characters, reflections, product wrinkles, and curved surfaces. Industries: Semiconductor, pharmaceutical, food packaging, machinery, etc.
Presence/Absence, Orientation, and Size Detection
Challenges: Target object features cannot be accurately identified using traditional algorithms. Industries: Semiconductor, automotive, machinery, photovoltaic, etc.
QR Code & Character Recognition
Challenges: Wrinkled QR codes, inconsistent character shapes, non-standard fonts, poor contrast, and character adhesion. Industries: Food packaging, electronics, automotive, pharmaceuticals, etc.
Quantity & Defect Comprehensive Inspection
Challenges: Diverse object imaging appearances, varying customer requirements, and multiple interference patterns. Industries: Electronics, packaging, medical, etc.