Rubber Gasket Defect Classification by VGG16 model

The rubber gasket is a part of the linear slide rail, and its main function is to scrape the oil on the linear slide rail to avoid damage to the linear slide rail. In this study, the rubber gasket was collected, and various defects of the rubber gasket were classified by manual visual inspection. Finally, try to use the fine-tuned VGG16 model, after20 Epoch training cycles, the training accuracy is 91.2%, the validation accuracy is 80% and the testing accuracy is 85.4%