abcliguanxi / Lightweight-network

pytorch implement Lightweight-network

Lightweight-network

Lightweight network PyTorch实现

MobileNets:

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Google Inc

MobileNetV2：

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Google Inc.

MobileNetV3：

Searching for MobileNetV3 Google AI, Google Brain

ShuffleNet：

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Megvii Inc (Face++)

ShuffleNet V2:

ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

1Megvii Inc (Face++) Tsinghua University

SqueezeNet

SqueezeNet：AlexNet-level accuracy with 50x fewer parameters and < 0.5MB Model Size DeepScale∗ & UC Berkeley Stanford University

Xception

Xception: Deep Learning with Depthwise Separable Convolutions Google, Inc.