mobilenetv2论文笔记

论文链接

论文核心：

• Inverted residual structure

  1. 1x1 conv2d, relu6. 增加通道数: (h, w, k) –> (h, w, tk)

  2. 3x3 dwise_conv, relu6. depth-wise convolution: (h, w, tk) –> (h/s, w/s, (tk))
  3. linear 1x1 conv2d. point-wise convolution后没有非线性激活函数：(h/s, w/s, (tk)) –> () (h/s, w/s, (k’))

$Gamma(n) = (n-1)!quadforall ninmathbb N$