Research on Leather Defect Inspection based on Computer Vision Technology
In order to address the issues of low efficiency,poor consistency,and limited accuracy in traditional leather defect inspection systems,and to enhance the accuracy of natural leather surface defect inspection,an optimized design of the leather defect inspection system using computer vision technology and deep learning algorithms is proposed.The system is tested and compared with traditional leather defect inspection systems.The results indicate that the computer vision-based leather defect inspection system exhibits strong non-linear fitting capabilities,enabling it to recognize complex variations in defect shapes and sizes,thus effectively improving the efficiency of natural leather defect inspection.
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