A Novel Deep Convolutional Neural Network Based on ResNet-18 and Transfer Learning for Detection of Wood Knot Defects

<div>Training and prediction results of the ReSENet-18 model and its component models: (a) training loss value and (b) validation accuracy value.</div>

Journal of Sensors

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Figure 11

Figure 11: A Novel Deep Convolutional Neural Network Based on ResNet-18 and Transfer Learning for Detection of Wood Knot Defects 