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. ⭐⭐⭐⭐⭐
☆847Updated 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
- Awesome List of Attention Modules and Plug&Play Modules in Computer Vision☆1,146Updated last year
- Code for our CVPR2021 paper coordinate attention☆1,041Updated 3 years ago
- Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.☆1,231Updated 2 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆350Updated 2 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆895Updated 10 months ago
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆519Updated 3 years ago
- [CVPR 2023] Code for PConv and FasterNet☆737Updated last year
- RepVGG: Making VGG-style ConvNets Great Again☆3,374Updated 2 years ago
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆332Updated 2 years ago
- Official repository of ACmix (CVPR2022)☆405Updated 2 years ago
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,241Updated 3 months ago
- Implementation of the Swin Transformer in PyTorch.☆819Updated 3 years ago
- The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Netwo…☆428Updated 2 years ago
- ⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀☆802Updated last year
- FcaNet: Frequency Channel Attention Networks☆536Updated 3 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,542Updated 8 months ago
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆244Updated last year
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,305Updated 3 years ago
- Official implementation of PVT series☆1,778Updated 2 years ago
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆366Updated 2 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,003Updated 2 years ago
- ☆332Updated 2 years ago
- mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！☆837Updated 2 years ago
- yolov5 prune，Support V2, V3, V4 and V6 versions of yolov5☆571Updated 3 years ago
- mobilenetv3 with pytorch，provide pre-train model☆1,689Updated last year
- Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)☆562Updated 2 years ago
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]☆1,019Updated last year
- ☆233Updated 2 years ago
- code and trained models for "Attentional Feature Fusion"☆765Updated 3 years ago
- ☆1,490Updated 4 years ago