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Question

Zero-Shot Learning - What is zero and few-shot learning?

Answer

One-shot learning, zero-shot learning, and few-shot learning are ways to train a machine learning model to make predictions about new classes using sparse labeled data. The amount of labelled data available for new classes or categories and the nature of the task at hand determine the approach to be used.