Challenges: Vision systems must overcome weld seam glare interference and simultaneous multi-type defect recognition due to material and process characteristics. Industries: Automotive, machinery, etc.
Challenges: Subtle defect edges, complex morphologies, and potential overlaps with material textures or glare interference. Industries: Panel, photovoltaic, electronics, etc.
Scratch Detection
Challenges: Subtle imaging of linear scratches, dents, warping, and deformations with multi-directional patterns prone to interference. Industries: Panel, photovoltaic, electronics, etc.
Hole/Bubble/Wrinkle Detection
Challenges: Tiny irregular defects, potential subsurface bubbles, wrinkles indistinguishable from material textures, and complex lighting conditions create detection difficulties. Industries: Automotive, machinery, textiles, etc.