Bi-path Combination YOLO for Real-time Few-shot Object Detection

Ruiyang Xia,Guoquan Li,Zhengwen Huang,Hongying Meng,Yu Pang

Pattern Recognition Letters（2023）

引用 3|浏览60

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摘要

•A few-shot detector is used to get high speed with comparable detection accuracy.•A new regularization method guides the model to focus on entire object features.•Experiments demonstrate the effectiveness of the real-time few-shot detector.

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关键词

Few-shot object detection,Transfer learning,Real-time,Bi-path Combination,You Only Look Once,Attentive DropBlock

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