A Hybrid Model to Identify Flaws in Textile

The objective of fabric inspection is to ascertain whether the fabric received is of expected Quality standard or not. The main objective is detection of fabric defects as early as possible so that time and money are not wasted in the manufacturing, process. The ultimate goal of any quality control activity in clothing' industry is to satisfy the customers. Most defects in cloth occur while it is woven on the loom. Some of these fabric defects are visible, while others are not. Again some fabric defects may be rectified during weaving and after weaving while others are not. Often inspectors are given the responsibility of inspecting finished garments manually without adequate training in fabric defects and their causes. Detection of defects was generally carried out by time-consuming and tedious human inspection. Such manual inspection procedures are commonly agreed upon to be inefficient with detection efficiency suffering from deterioration due to boredom and lack of vigilance. The problem is accentuated by the presence of several types of defects those may occur in woven fabric at random. As we know that fabric are the main and costly raw materials of a garment. So it is very important to use fabric efficiently and control wastage of fabric. On the other hand fabric defects are the maximum defects of garments, for which many-unexpected problem may occur in a clothing industry. Such asshort shipment, discount, low price etc.