Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome_lightweight_networks
The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐
https://github.com/murufeng/awesome_lightweight_networks
- MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
- MobileNetV2: Inverted Residuals and Linear Bottlenecks
- Rethinking Bottleneck Structure for Efficient Mobile Network Design
- ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
- ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
- AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence
- GhostNet: More Features from Cheap Operations
- Coordinate Attention for Efficient Mobile Network Design
- 移动端的最强轻量级网络架构来啦！ LCNet吊打现有主流轻量型网络（附代码实现）