Detailed Backbone of YOLOv5 - Code World

Detailed Backbone of YOLOv5

Enterprise 2023-07-28 23:05:40 views: null

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Origin blog.csdn.net/weixin_43427721/article/details/123613944

Detailed Backbone of YOLOv5

[YOLOv5] Detailed explanation of each module of Backbone, Neck, and Head

Detailed explanation of YOLOV5

Detailed interpretation of YOLOV5

Reproduction of YoLoV5 backbone based on Pytorch (Part 1)

The backbone of YOLOV5 is changed to shuffleNet, and the effect is compared

YOLOv7 Backbone | Detailed explanation of the original source code

Detailed explanation of yolov5 detection code

Detailed yolov5 model framework

[Target detection] YOLOV5 detailed explanation

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvements [NO.83] Change the backbone feature extraction network Backbone to RevCol

Revolutionizing Object Detection with YOLOv5 and MobileViTs Backbone Networks: The Future of Efficient and Accurate AI Vision

Detailed explanation of YOLOv6.2 Repvgg-style efficient backbone: EfficientRep

Yolov5 Series 1---Yolo development history and detailed explanation of Yolov5 model

YOLOV5/YOLOV8 improvement: CVPR23: join the ConvNeXt V2 backbone, effectively increase points

Run yolov5 on CPU (detailed steps + suitable for getting started)

[yolov5] train.py detailed explanation

Detailed explanation of SPP/SPPF structure in YOLOv5

YOLOv5 trains its own data set (super detailed)

Detailed explanation of yolov5 source code (1)

yolov5 GPU running environment construction (not detailed version)

Production of YOLov5 segmentation data set (detailed process + code)

Detailed explanation of yolov5/7 anchors settings

YOLOV5 improvement: CVPR2023: join the EfficientViT backbone: memory access efficient ViT with cascade group attention

YOLOv5 Improvement Series (19) - Swin TransformerV1 to replace the backbone network (ViT model with smaller parameters)

YOLOv5 Improvement Series (21) - RepViT to replace the backbone network (Tsinghua ICCV 2023|The latest open source mobile terminal ViT)

YOLOv5 improvement series (24) - MobileViTv3 that replaces the backbone network (a further upgrade of the mobile lightweight network)

Improving the YOLO series | YOLOv5/v7 replacing the backbone network with ResNet50/ResNet101

The backbone is the tossed reading notes 5

Improved YOLOv5: MobileNEtv2, v3 articles **Must increase points | Innovative and practical | Unified lightweight backbone network, including FastNet, ShuffleNet, mobileNet, Ghostnet, etc.

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