A Novel Multicategory Defect Detection Method Based on the Convolutional Neural Network Method for TFT-LCD Panels

Mathematics

• Thin-film Transistor 100%
• Liquid Crystal Display 89%
• Defect Detection 88%
• Neural Networks 45%
• Pixel 29%
• Inspection 26%
• Taiwan 18%
• Data Augmentation 16%
• Model 15%
• Neural Network Model 14%
• Specificity 14%
• Training 12%
• Defects 12%
• Human 10%
• Prediction 9%
• Strategy 8%
• Demonstrate 7%
• Class 3%

Engineering & Materials Science

• Thin film transistors 61%
• Liquid crystal displays 52%
• Convolutional neural networks 43%
• Defects 33%
• Inspection 14%
• Pixels 14%
• Macros 8%