Detection and Classification of Surface Defects

Detection and Classification of Surface Defects, Particles, and Fluids on Textured Backgrounds

This application focuses on inspecting a metallic surface with traces of surface finishing for scratches and dents, while excluding emulsion droplets, dust particles, and other foreign bodies.

Supported by a specialized lighting solution from JL Automation and robust algorithms based on mathematics and physics, finely tuned through artificial intelligence trained with our extensive expertise, we deliver precise results to meet even the most demanding inspection requirements.

Key Features:

• Specialized Illumination: Maximizes contrast between defects and the textured surface, suppressing reflections and enhancing detection.
• Advanced Image Processing: State-of-the-art algorithms for preprocessing, segmentation, and analysis that accurately differentiate scratches and dents from particles and fluids.

• AI-Powered Classification: Machine learning optimizes system performance through data-driven training tailored to real industrial needs.
• Flexibility and Adaptability: Fine parameterization allows seamless adjustment to specific requirements or surface variations.

Our solution enables reliable and automated inspection of metallic surfaces, even under complex conditions. By combining custom-developed hardware with advanced software, we ensure superior quality control, improving the efficiency and precision of your manufacturing processes.