Meaning of pretrain | Babel Free

Definitions

To train (a neural network) on some data set (typically a large generic data set, the output of which one is not directly interested in) before fine-tuning the network on another dataset one is interested in.

Examples

“Our algorithm pretrains a CNN using a large set of videos with tracking ground-truths to obtain a generic target representation.”

CEFR level