dengfenglai's repositories
YOLOv4-Hat-detection
基于YOLOv4的安全帽佩戴检测
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
ACTION-Net
Official PyTorch implementation of ACTION-Net: Multipath Excitation for Action Recognition (CVPR'21)
Autoslim
A pytorch toolkit for structured neural network pruning automatically
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. ⭐⭐⭐⭐⭐
CLIP
Contrastive Language-Image Pretraining
competition-baseline
数据科学竞赛各种baseline代码、思路分享
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
HRNet-Image-Classification
Train the HRNet model on ImageNet
insightface
Face Analysis Project on MXNet
mmdetection
Open MMLab Detection Toolbox and Benchmark
mobilenetv2.pytorch
72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
mobilenetv3
mobilenetv3 with pytorch，provide pre-train model
mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
mobilevit_pytorch
PyTorch Implementation of MobileViT
multiyolov5
joint detection and semantic segmentation, based on ultralytics/yolov5,
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥
PaddleVideo
Comprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application
Pytorch-Auto-Slim-Tools
pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩
RWKV_Role_Playing
使用Gradio制作的基于RWKV的角色扮演的webui
TDN
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
temporal-shift-module
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
yolact
A simple, fully convolutional model for real-time instance segmentation.
yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
YOLOv3-ModelCompression-MultidatasetTraining-Multibackbone
YOLOv3 ModelCompression MultidatasetTraining