Khalil, N., Mahboob, K., Khan, M.A., Nayar, Q.- ul-A., Qasim, A. and Faiz, S. 2025. An Innovative Machine Learning (ML) Approach in Fabric Defect Detection and Quality Assurance. International Journal of Innovations in Science & Technology. 7, 4 (Oct. 2025), 2247–2262.