Web Reference: backbone 这个单词原意指的是人的脊梁骨,后来引申为支柱,核心的意思。 在神经网络中,尤其是 CV领域,一般先对图像进行特征提取(常见的有 vggnet, resnet,谷歌的inception),这一部分是整个CV任务的根基,因为后续的下游任务都是基于提取出来的图像特征去做文章(比如分类,生成等等)。 所以 ... 1. Backbone 骨干网络或者说是主干网络,指的是 提取特征的网络。 其作用就是提取图片中的信息,共后面的网络使用。 这些网络经常使用的是resnet VGG等,而不是我们自己设计的网络,因为这些网络已经证明了在分类等问题上的特征提取能力是很强的。 Apr 16, 2019 · baseline: a standard measurement or fact against which other measurements or facts are compared, especially in medicine or science. benchmark: something that is used as a standard by which other things can be judged or measured. 简单的说:baseline是比较算法好坏中作为“参照物”而存在的,在比较中作为基线;benchmark本身是评价算法好坏的一种规则和 ...
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