fabric fault

Data collection involved gathering a diverse dataset of fabric images, including both defect-free and defective samples. Specific fabric faults such as holes, stains, tears, and deformations were included . Images were meticulously annotated to indicate defect locations and types. For normalization, images were rescaled (1./255) and resized to 128x128 pixels using ImageDataGenerator . The system uses digital images grabbed by industrial camera like Machine Vision Camera Model No - VCXG.2-57C Machine Vision Lens Size - 6mm M118FM16 MACHINE VISION RING LIGHT Model No - CMVRL1366925240210 Machine Vision Camera Enclosure Material and camera enclosure mounting bracket. Setup furniture including motable table and lights