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Question

Zero-Shot Learning - What is zero-shot learning example?

Answer

To demonstrate Zero-Shot Learning, consider the task of teaching a computer to recognize unfamiliar things using just its existing knowledge. If we educate the computer to recognize certain kinds of fruit, we can then ask it to identify an unfamiliar fruit. However, using One-Shot Learning, all it takes to train a computer to recognize a certain object is a single sample.