blob: 81df8b5833e8ea96493dc40e4fc69f2373a26650 (
plain)
1
2
3
4
5
6
7
8
9
10
|
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
|
