All-in-One Computer Display Frame Appearance Defect Inspection Machine
An appearance-defect AOI machine for the display frames of all-in-one computers. The operator loads a frame by hand; the machine inspects the short sides, moves the frame through a transfer station, inspects the long sides and presents it for manual unloading. It checks nut defects, burrs and excess plastic, foam and tape placement, and dimensions with CCD cameras, using AI/ML and CV algorithms.

- Escape rate
- ≤0.03%
- Overkill rate
- ≤5%
Specifications
- Suitable products
- Display frames for all-in-one computers
- Defect types (nuts)
- Missing nut, nut side-wall plastic protrusion, sidewall notch caused by hot-melt nut, rusty nut, nut tilt, nut higher than face, nut sink
- Defect types (frame body)
- Excess plastic, front burrs, side burrs, back burrs, gate height, breakage
- Auxiliary-material checks
- Foam position, missing foam / tape, tape position, foam break, model number judgment
- Judgment criteria
- Burrs (front / side / back) ≤0.1mm; excess plastic ≤0.1mm; nut side-wall plastic protrusion ≤0.1mm; sidewall notch caused by hot-melt nut ≤0.1mm; tape over the edge ≤0.1mm; rusty nut: diameter ≤0.06mm; nut sink, nut higher than face, gate height, breakage ≤0.2mm; nut tilt: height difference ≤0.2mm; foam position: not over the edge
- Dimension inspection
- ±0.1mm (GRR≤25%)
- Inspection algorithms
- AI/ML and CV, assigned per inspection item
- Camera
- CCD
- Process
- Manual loading, short-side inspection, transfer station, long-side inspection, manual unloading
- Loading/unloading method
- Manual
See it in action
Silent clips from our 3D machine animations. While a clip is playing, you can pause it from the corner button.

3D animation Long-side inspection station: a group of angled cameras takes images while the lights flash blue, then red.
Highlights

Escape rate ≤0.03%, overkill rate ≤5%

Short sides and long sides are inspected at separate stations, linked by a transfer station

AI/ML and CV algorithms are matched to each inspection item

One machine covers nut defects, burrs and excess plastic, foam and tape placement, and dimensions

Dimension items: ±0.1mm with GRR≤25%

Model number judgment is part of the auxiliary-material check
Typical application
All-in-one computer display-frame production lines
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