The pitch deck here after showcases the defetects detection challenge in Textile na dour solution to improve existing visiting machines to make them smarter. We also show our hardware realisation steps, first factory tests and the software real time detection results. Additionally there is also a display of the different Web solutions aimed for answering textile service needs.