Slides: [pdf] [Powerpoint]
- Why Deep Neural Networks?: [YouTube] [DB Video] (17 minutes)
- Convolutions in 2D: [YouTube] [DB Video] (18 minutes)
- Exercise 1 in convolution demo
- CNN Structure: [YouTube] [DB Video] (11 minutes)
- Convolutional Layers in Tensorflow: [YouTube] [DB Video] (16 minutes)
- Exercise 2 in convolution demo
- Training CNNs: [YouTube] [DB Video] (18 minutes)
- Transfer Learning from Famous Networks: [YouTube] [DB Video] (23 minutes)
- In-Class exercise in pre-trained demo