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Impact of base dataset design on few-shot image classification

european conference on computer vision, pp.597-613, (2020)

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Abstract

The quality and generality of deep image features is crucially determined by the data they have been trained on, but little is known about this often overlooked effect. In this paper, we systematically study the effect of variations in the training data by evaluating deep features trained on different image sets in a few-shot classificati...More

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