Adoption of opto-mechanical integration solutions, machine vision instead of human eyes, and deep learning for automatic detection of product appearance defects, which can be realised to solve the complex structure of mobile phone side keys full-coverage detection.
Escape(Functional defects)
%
0
Escape(Non functional defects)
%
<2
Overkill
%
<5
Detection accuracy
mm
<0.01
UPH
pcs/h
3000
Items
Full-coverage inspection of the complex structure of mobile phone side keys, CNC industry pain point defects (knife lines, brushed marks, not ground through).
Advantages
Solve the complex structure of mobile phone side keys full coverage detection, detection speed up to 1.2s/pcs (industry competitors 3s/pcs), covering more than 20 kinds of defects, equipment support PVD before and after the detection and multi-colour switching, different colours can be switched within 24 hours.
Effects
Save 90% CCD full inspection workers, save 50% visual inspection personnel. Improve production capacity by nearly 50%, reduce costs by nearly 30%. Full inspection before PVD can eliminate defective products, save PVD process costs, improve the yield of finished products, support multi-colour, multi-manufacturing switching, equipment CT according to industry standards to improve 50%, reduce customer equipment investment.