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Question

Zero-Shot Learning - Is zero-shot learning possible?

Answer

A practical machine learning approach is Zero-Shot Learning (ZSL). Without specialized training for such classes, it allows a model to categorize items from unknown classes. Autonomous systems that must detect and classify novel items on their own will find this very useful.