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  1. 尝试改进MDvsFA,基于以下改动:
  • 借鉴BPRNet的思想,对G1输入上采样后的高分辨率图像以增强找全率,对G2输入下采样后的低分辨率图像以增强找准率
  • 引入特征金字塔网络(FPN)和自注意力机制,以加强模型对多尺度特征的融合和注意力分配能力
  • 在MDvsFA和SIRST上有一些提升,但$G_2$在低分辨率输入下很难训练出来
  1. Dataset
- root/
  ​  - data/	
​        - test/
            - MDvsFA/
​            - SIRST/
        - train/

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22级视觉认知工程作业-try-to-improve

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