01. Samples & Requirements
Total Samples
200
Full-spectrum validation including edge cases and low-contrast surface environments.
Primary Classification
Normal (OK)
100 Samples
Defective (NG)
100 Samples
NG Type Breakdown (20 each)
Bubble
20
CornerBreak
20
Chipping
20
Scratches
20
Oxide/Crack
20
Machinery Process
Process stages under inspection
Cutting
Coating
Grinding
Operation Process
Operator review and closed-loop actions
Capture, inspect, diagnose, and route feedback back to the manufacturing process for corrective action.
02. Performance Statistics
57%
Detected 57
57
Total
47%
Pass rate
27
Pass number
30
Failed number
Pass rate
Pass 27
Fail 30
Quality problem distribution
Crack 4
Reason
The product exhibits surface cracking with stress concentration near the processed edge.
Diagnose
Review cutting force, wheel speed, and local handling pressure before the next production run.
03. Decision Workflow
Image Capture
Raw Pixel Data
AI Core
Inference
Go / No Go
CL?
Go / No Go
Feedback Loop
to Manufacturing Process
* Inspection results route Go / No Go decisions and diagnostic feedback back into the manufacturing process.