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N-Shot Learning: Zero Shot vs. Single Shot vs. Two Shot vs. Few Shot

Viso.ai

Also, you can use N-shot learning models to label data samples with unknown classes and feed the new dataset to supervised learning algorithms for better training. The AI community categorizes N-shot approaches into few, one, and zero-shot learning. Let’s discuss each in more detail. The CLIP model for ZSL shows 64.3%