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Precision Analysis Based on Surface Reflectance & Shape Separation
- Separates and analyzes surface reflectance (Albedo) and micro-geometry (Normal) using images captured under multi-lighting conditions
- Precisely identifies defects that are difficult to distinguish with standard cameras
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Ultra-Fine Defect Detection & Quantification
- Analyzes minute surface changes including scratches, dents, contamination, and coating defects
- Implements data-driven high-precision inspection rather than subjective judgment
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MLOps-Based Training Optimization
- MLOps framework managing the entire AI development lifecycle
- Continuous model advancement by reflecting field data to improve accuracy
AI Inspection Solution

High-Precision AI Inspection for the Manufacturing Industry
Features
Photometric Stereo-based AI Inspection that Detects Even Invisible DefectsCore Values
It solves the detection limitations of visual inspection and delivers new value.-
Detection accuracy variance due to visual inspection
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Limitations in detecting micro-defects and irregular flaws
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Difficulty in quantifying and standardizing inspection criteria
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Consistent inspection quality
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Response to micro, complex, and new defects
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Continuous inspection accuracy improvement
Core Technology
AI Inspection Solution Process
- Anomaly pattern detection based on normal data
- Normal / defective type classification
- Precise recognition of object position, size, and shape
- Noise removal, low-light and backlight correction
- Automatic defect determination
- Confidence-based result delivery
- Inspection history data storage
- MLOps-based model management
- Continuous learning with new defect data
- Ongoing AI performance improvement after field deployment
Case Studies
Detects ultra-fine defects through precision analysis based on images acquired in multi-lighting environments.- 01
Photometric Stereo-Based Surface Analysis
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Metal/Non-Metal Parts Micro-Defect Detection
and Automatic Flaw Detection
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Semiconductor & Circuit Board Ultra-Fine Defect Analysis
Application Areas
Explore the various fields where our solution is applied.