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How to fine-tune deep neural networks in few-shot learning?
Fine-tuning of a deep model is simple and effective few-shot learning method.
Segmentation overlapping wear particles with few labelled data and imbalance sample
The region segmentation network is an improved U shape network, and it is applied to separate the wear debris form background of ferrograph image.
Ferrograph image classification
For the problem of insufficient samples, we first proposed a data augmentation algorithm based on the permutation of image patches.
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