轻量级网络 Inception, Pointwise Conv, Group Conv, Depthwise Conv, Bottleneck, Xception, MobileNet, ShuffeNet, ResNeXt, SqueezeNet, EfficientNet, MixConv

1. Abstract

This article aims to introduce a variety of simple and lightweight network, Nani? ! Well, is not limited to lightweight

2. Xception

2.1 Extreme Inception

2.2 Xception

3. MobileNet

3.1 MobileNet V1

3.2 MobileNet V2

3.3 MobileNet V3

4. ShuffeNet

4.1 ShuffeNet V1

Shuffe units

Network Architecture

Experiments

4.2 ShuffeNet V2

5. SqueezeNet

6. EfficientNet

7. MixConv

8. Related link

Pit too much time has come to fill