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4.3. NeXt Block In this paper, we propose the NeXt block for feature extraction and fusion. We integrate some design concepts from Transformer in the NeXt block to enhance the performance of the model. The NeXt block consists of several NeXt-Conv layers and one down-sample layer. The NeXt-Conv layer aims to increase the network’s ability to extract features by increasing its depth.
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