Glossary: Computer Vision Beyond the Basics

Feature extraction

Also written: frozen backbone, freezing

Keeping pretrained layers frozen (not updated) and training only the new head. For a detector this means setting `trainable_backbone_layers=0` so the backbone stays fixed, which makes training feasible on a CPU.