YOLO-in-Darknet

Author：Code-keys

Introduction

This project : YOLO-in-Darknet 🚀 is a project based on any YOLO-version

• The master branch is updating all version cfg files
• The Applications branch id built for real-usefully Deploy
• The v1.0-for-beginner branch is for studing Darknet framework and add special layer, such as add-SiLU
• The v2.0-for-torch-prune branch is aim to apply prune on nets
• The v3.0-for-tensorrt-C+ branch is a tensorrt-auto-transfer for *.cfg

master is updating...

Aim to find a simple way to use all cnn-network by darknet.
darknet with SiLU implemented can seen at My another git as ' Darknet-plus '


yolo ~ yolov3 serial

yolo~ v3 serial
• A implementation of official
  

yolov4 serial

scaled-yolov4 serial
• A implementation of scaled-yolov4 by darknet. including scaled-yolov4 p5、p6、p7、others.
  
yolov4-tiny + SPP

yolov5 serial

yolov5 Ultralytics
• A implementation of Ultralytics-yolov5 using darknet. including s m l x.
  
• version 2 is Done :
  
• Merged two head-convs of the CSP to speed by group_id.
  
• version 4 is Done :
  
• Replace the Focus() by conv with stride=2 and groups=3.
  
• my yolov5-tiny may be better than yolov4-tiny: [paper url] .
  
• version 6 is Done :

yolov6 serial

yolov6 Meituan
• A implementation of Meituan-yolov6 using darknet. only YOLOv6s-3.0.
  
• Model demo for Deploy mode (Conv Bn fusioned )
• Exchange Convolution to VGGRepBlock for traning, and fusion layer for Deploy.

yolov7 serial

yolov7 Official
• yolov7x is Done ;
• yolov7 is Done ;
• yolov7-d6 is Done ;

yolov8 serial

yolov8 Official
• yolov8s is Done;
• yolov8n is Done ;
• yolov8m is Done ;
• yolov8l is Done ;
• yolov8x is Done ;

others serial

special
• SAM attention is Done ;
• CEM （SE） atttention is Done ;

copyright

thanks

• copyright©Code_keys