Lightweight-network

Lightweight network PyTorch实现

MobileNets:

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

MobileNetV2：

MobileNetV2: Inverted Residuals and Linear Bottlenecks

MobileNetV3：

Searching for MobileNetV3

ShuffleNet：

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

ShuffleNet V2:

ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

SqueezeNet

SqueezeNet：AlexNet-level accuracy with 50x fewer parameters and < 0.5MB Model Size

Xception

Xception: Deep Learning with Depthwise Separable Convolutions

MixNet

MixNet: Mixed Depthwise Convolutional Kernels