Convolutional Zoo

• An Overview of Image Model Blocks | Papers With Code

Depthwise Convs

Large Kernels

SE Block

Inverted Residual Block / MBConv

Introduced in mobilenetv2

Links

• Anatomy of a High-Performance MBConv Block
• Better Convolutional Neural Network Efficiency in 12 Figures