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你好,我是清华的一名学生,论文提到分割部分的backbone是mobileV2吗,这部分是否可以换成其他网络,有一些细节比较困惑,真心请教,感激不尽 #203

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xianglei3 opened this issue Oct 24, 2022 · 1 comment

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@xianglei3
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按照论文说法, modnet包含分割,细节预测和融合三个部分,我想问的是,
问题1,如果把分割部分的backbone换成其他网络,是否可行?例如换成efficintnet,是否可以无缝替换?
问题2,分割部分和其他部分之间的交互问题,例如,其中细节预测部分用到了部分分割部分的中间层的特征信息,如果把分割的backbone换成其他网络,例如efficinet网络,那么中间层的特征交互问题该如何处理呢?
谢谢,感激不尽

@lifan724
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MODNET 的LR部分换backbone 应该是可行的,只不过他的bacbone里面用的BN是 LN和BN的结合体,你换EfficientNet对应也要换效果才会好

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