Examples

Examples Surface Inspection using special Lighting and Deep Learning

Surface Inspection using special Lighting and Deep Learning

Category Automotive components
Workpiece Products with a strong luster, such as plated parts and metal parts
Inspection details Surface Inspection
Application Lighting fixtures and dedicated Software (Deep Learning)

Before

It is difficult to determine defects using regular image inspection on glossy surfaces with a lot of reflections and reflections, or on workpieces with large radii.

After

By combining special lighting with line cameras, three-dimensional image information is obtained. Its compatibility with Deep Learning is also a notable feature.
[Main characteristics]
Illuminating the work from different angles, analyzing detailed information obtained, and generating composite images. This process vividly depicts the contours and depths of subtle flaws that would typically be concealed in normal photography, achieving high-precision detection by combining it with Deep Learning.