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N-Shot Learning - What is one-shot category?


One-shot learning is a common challenge in computer vision that pertains to object classification. Aiming to categorize items from one or a small number of samples, one-shot learning differs from typical machine learning-based object classification methods that need training on hundreds or thousands of examples.