domain-adaptation

Vocabulary Word

Definition

When you use what you have learnt in one area to help you understand something in another similar area, this is called 'domain-adaptation'. It's like adjusting your existing knowledge to a new yet similar situation.

Examples in Different Contexts

In computer vision, 'domain adaptation' is used to apply algorithms developed for one set of images to different sets of images that vary in appearance or conditions. A computer vision engineer might explain, 'Domain adaptation is crucial for our object recognition software to perform well across different lighting conditions and camera angles.'

Practice Scenarios

Tech

Scenario:

Considering the team's experience with visual recognition algorithms, could we extend these algorithms into the field of speech recognition?

Response:

Yes, using domain-adaptation, we can customize our visual recognition algorithms to audio signals for speech recognition tasks.

Impact

Scenario:

Our climate change advocacy has been successful with millennials. How can we adapt our campaign to resonate with senior citizens?

Response:

Domain adaptation is the right approach. Refining our climate change campaign to appeal to senior citizens will increase its overall efficacy.