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

1. Abstract

本文旨在简单介绍下各种轻量级网络，纳尼？！好吧，不限于轻量级

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

坑太多，有时间再来填