murufeng / awesome_lightweight_networksLinks
The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
☆894Updated 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☆1,217Updated 2 years ago
- Code for our CVPR2021 paper coordinate attention☆1,082Updated 4 years ago
- [CVPR 2023] Code for PConv and FasterNet☆767Updated 2 years ago
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆546Updated 3 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆357Updated 2 years ago
- Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.☆1,249Updated last month
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,293Updated 10 months ago
- The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Netwo…☆450Updated 2 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆928Updated last year
- ⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀☆820Updated 2 years ago
- SimpleAICV:pytorch training and testing examples.☆435Updated last month
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆258Updated last year
- ☆257Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,626Updated last year
- RepVGG: Making VGG-style ConvNets Great Again☆3,417Updated 2 years ago
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆342Updated 2 years ago
- ☆96Updated 4 years ago
- ☆177Updated 2 years ago
- ☆271Updated 4 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆856Updated 2 years ago
- YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-S…☆762Updated 2 years ago
- mmdetection最小学习版☆1,097Updated 3 years ago
- ☆428Updated 3 years ago
- ☆319Updated 2 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,015Updated 3 years ago
- ☆824Updated last year
- Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition☆575Updated 3 years ago
- This is an official implementation for "Contextual Transformer Networks for Visual Recognition".☆534Updated 4 years ago
- Latest paper about small object detection☆447Updated 2 years ago
- PyTorch implementation of EfficientNetV2 family☆477Updated 3 years ago