Depthwise Separable Convolution
Factorizes standard convolution into depthwise and pointwise convolutions for efficiency.
In italiano: Depthwise Separable ConvolutionDepthwise convolves each channel separately. Pointwise (1x1) combines channels. Drastically reduces computation. Core of MobileNet.
Examples
- MobileNet architecture
- Efficient CNNs
- Mobile deployment