Few-shot image classification algorithm based on attention mechanism and weight fusion
Abstract Aiming at the existing problems of metric-based methods, there are problems such as inadequate feature extraction, inaccurate class feature representation, and single similarity measurement.A new model based on attention mechanism and weight fusion strategy is proposed in this paper.Firstly, the image is passed through the conv4 network wi