Evaluation of turned and milled surfaces roughness using convolutional neural network

Physics & Astronomy

• pattern recognition 99%
• surface roughness 92%
• evaluation 69%
• predictions 58%
• computer vision 35%
• profilometers 35%
• machining 28%
• convolution integrals 28%
• slots 28%
• textures 22%
• performance 12%

Engineering & Materials Science

• Convolutional neural networks 100%
• Surface roughness 90%
• Milling (machining) 67%
• Feature extraction 63%
• Surface morphology 30%
• Convolution 27%
• Computer vision 23%
• Textures 21%
• Machining 21%