The designed neural network is trained with test samples, including warp-lacking, weft-lacking, double weft, loom bar, oil stain and hole, according to the unsuitability rule.

• 将丝织物中常见的断经、断纬、重纬、档疵、破洞和油污6类疵点作为识别样本，对按照网络不适宜规则设计的网络进行测试。