Fabric Defect Detection using Discrete Wavelet Transform

1Student, Dept. of E&TC, MIT, Aurangabad, Maharashtra, India 2Professor, Dept. of E&TC, MIT, Aurangabad, Maharashtra, India ---------------------------------------------------------------------***---------------------------------------------------------------------Abstract – The main objective of our project is to detect the fabric faults of various types. The hardware platform and software is developed for solving this problem. In our project vertical yarn missing, horizontal yarn missing, oil stain and hole, such defects are detected using Discrete Wavelet Transform and KNN classifier. This system is introducing texture defect detection using decomposition of defective and defect free images. The system acquires the image by using image acquisition device. This system based on MATLAB R2017b(9.3.0.713579) software.