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. ⭐⭐⭐⭐⭐
☆869Updated 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☆1,174Updated last year
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆351Updated 2 years ago
- [CVPR 2023] Code for PConv and FasterNet☆751Updated last year
- Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.☆1,238Updated 2 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
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆909Updated last year
- 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
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,320Updated 3 years ago
- This is an official implementation for "Contextual Transformer Networks for Visual Recognition".☆532Updated 3 years ago
- Official implementation of PVT series☆1,797Updated 2 years ago
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆369Updated 2 years ago
- code and trained models for "Attentional Feature Fusion"☆777Updated 3 years ago
- ☆334Updated 2 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,385Updated 2 years ago
- ☆244Updated 2 years ago
- Official repository of ACmix (CVPR2022)☆412Updated 3 years ago
- FcaNet: Frequency Channel Attention Networks☆540Updated 4 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,580Updated 10 months ago
- The official project website of "Omni-Dimensional Dynamic Convolution" (ODConv for short, spotlight in ICLR 2022).☆315Updated last year
- ☆426Updated 3 years ago
- mmdetection最小学习版☆1,090Updated 3 years ago
- ⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀☆810Updated 2 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆844Updated 2 years ago
- ☆96Updated 3 years ago
- Latest paper about small object detection☆440Updated last year
- Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)☆576Updated 2 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,005Updated 2 years ago
- Self-attention、Non-local、SE、SK、CBAM、DANet☆474Updated 3 years ago