Lecture 7: Convolutional Neural Networks for Engineering Images - Why fully connected NNs fail on images - Convolution: filters, feature maps - Pooling & downsampling - CNN pipeline overview - Applications: - Crack detection in metals/concrete - manufacturing defect identification - thermal-image pattern recognition