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. ⭐⭐⭐⭐⭐
☆867Updated 2 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
- Code for our CVPR2021 paper coordinate attention☆1,048Updated 3 years ago
- Awesome List of Attention Modules and Plug&Play Modules in Computer Vision☆1,170Updated last year
- [CVPR 2023] Code for PConv and FasterNet☆751Updated last year
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆351Updated 2 years ago
- Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.☆1,235Updated 2 years ago
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆528Updated 3 years ago
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆333Updated 2 years ago
- Official repository of ACmix (CVPR2022)☆412Updated 3 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆906Updated last year
- RepVGG: Making VGG-style ConvNets Great Again☆3,385Updated 2 years ago
- ⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀☆810Updated 2 years ago
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,320Updated 3 years ago
- The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Netwo…☆439Updated 2 years ago
- FcaNet: Frequency Channel Attention Networks☆540Updated 4 years ago
- Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)☆575Updated 2 years ago
- code and trained models for "Attentional Feature Fusion"☆776Updated 3 years ago
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆252Updated last year
- ☆334Updated 2 years ago
- PyTorch implementation of EfficientNetV2 family☆470Updated 3 years ago
- Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition☆566Updated 3 years ago
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆369Updated 2 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆843Updated 2 years ago
- ☆244Updated 2 years ago
- ☆96Updated 3 years ago
- ☆426Updated 3 years ago
- Official implementation of PVT series☆1,797Updated 2 years ago
- This is an official implementation for "Contextual Transformer Networks for Visual Recognition".☆531Updated 3 years ago
- FcaNet: Frequency Channel Attention Networks☆278Updated 4 years ago
- The official project website of "Omni-Dimensional Dynamic Convolution" (ODConv for short, spotlight in ICLR 2022).☆315Updated last year
- Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]☆421Updated 2 months ago