MobileNetV2论文笔记

2018-03-28

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’))

Bottleneck residual block invered residual block invered residual block model structure

$\Gamma(n) = (n-1)!\quad\forall n\in\mathbb N$