Transfer learning and fine-tuning

Level 3: CNNs for vision

Coming soon

This page is being written. See the full roadmap for the whole syllabus.

What this chapter will cover

• Pretrained backbones
• feature extraction vs fine-tuning
• which layers to freeze
• discriminative learning rates
• small-data strategies
• domain shift
• timm and torchvision model zoos