murufeng / 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. ⭐⭐⭐⭐⭐
☆873Updated 3 years ago
Alternatives and similar repositories for awesome_lightweight_networks
Users that are interested in awesome_lightweight_networks are comparing it to the libraries listed below
Sorting:
- Awesome List of Attention Modules and Plug&Play Modules in Computer Vision☆1,182Updated 2 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆352Updated 2 years ago
- Code for our CVPR2021 paper coordinate attention☆1,054Updated 3 years ago
- Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.☆1,241Updated 2 years ago
- [CVPR 2023] Code for PConv and FasterNet☆752Updated 2 years ago
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆530Updated 3 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆908Updated last year
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆334Updated 2 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,390Updated 2 years ago
- ⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀☆813Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,595Updated 11 months ago
- mmdetection最小学习版☆1,092Updated 3 years ago
- The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Netwo…☆440Updated 2 years ago
- Official repository of ACmix (CVPR2022)☆414Updated 3 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆846Updated 2 years ago
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆370Updated 2 years ago
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,271Updated 6 months ago
- ☆247Updated 2 years ago
- The official project website of "Omni-Dimensional Dynamic Convolution" (ODConv for short, spotlight in ICLR 2022).☆318Updated last year
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆256Updated last year
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,321Updated 4 years ago
- SimpleAICV:pytorch training and testing examples.☆432Updated last week
- Official implementation of PVT series☆1,801Updated 2 years ago
- ☆427Updated 3 years ago
- FcaNet: Frequency Channel Attention Networks☆542Updated 4 years ago
- Source Code of our CVPR2021 paper "Rethinking BiSeNet For Real-time Semantic Segmentation"☆730Updated 3 years ago
- yolov5 prune,Support V2, V3, V4 and V6 versions of yolov5☆576Updated 3 years ago
- This is an official implementation for "Contextual Transformer Networks for Visual Recognition".☆532Updated 3 years ago
- ☆96Updated 3 years ago
- code and trained models for "Attentional Feature Fusion"☆779Updated 3 years ago