L03 : Jumpstarting Convolutional Neural Networks: Visualization, Transfer, Practical Models (VGG, ResNet)
Lecture Goals
- Understand how to transfer parameters previously learned for a new task
- Know the different ways to debug a deep network
- Be aware of the different engineering tricks such as dropout, batch normalization
- Learn why image datasets can be enhanced using data augmentation