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fengjian0106 avatar fengjian0106 commented on July 17, 2024
  1. 为什么filters 数目设置规律是翻倍的,3、6、12、24、48
    这个其实就是一个经验值
  2. 第二个问题
    MobileNet V2 只是作为基础网络用来提取特征,然后再和 HED 网络对接上,为了"正确的对接"上,MobileNet 的 output 就需要和 HED 的 input 具有相同的 shape,按照这个思路,你在问题里提到的那一层,是一个相对最合适的层。这里是可以很灵活的使用的,比如做其他任务的时候,选择的 output 层可能又会有差异,我做 MobileNet V2 + SSD 或 YOLO V3 的时候,都是用这种思路选择最合适的层。

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weinixuehao avatar weinixuehao commented on July 17, 2024

你的博客上有描述参考Hed vgg style思路来的,请问这个地址多少?我没有搜索到。

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weinixuehao avatar weinixuehao commented on July 17, 2024

经验值?比如 2、4、8、16也是可以,最终以实际测试效果为准?效果不佳再从新调整?是否可以这么理解。可能问题比较傻,望理解。

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fengjian0106 avatar fengjian0106 commented on July 17, 2024

经验值?比如 2、4、8、16也是可以,最终以实际测试效果为准?效果不佳再从新调整?是否可以这么理解。可能问题比较傻,望理解。

可以近似这样理解吧

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fengjian0106 avatar fengjian0106 commented on July 17, 2024

你的博客上有描述参考Hed vgg style思路来的,请问这个地址多少?我没有搜索到。

http://fengjian0106.github.io/2017/05/08/Document-Scanning-With-TensorFlow-And-OpenCV/

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