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

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

Enterprise 2024-01-08 22:09:13 views: null

NoSuchKey

Guess you like

Origin blog.csdn.net/weixin_43694096/article/details/135350873

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

Verbesserung der YOLO-Serie | YOLOv5/v7 ersetzt das Backbone-Netzwerk durch ResNet50/ResNet101

Verbesserung der YOLO-Serie | YOLOv5/v7 ersetzt das Backbone-Netzwerk durch ResNet50/ResNet101

Pytorch implements the ResNet50 network structure, including ResNet18, ResNet34, ResNet50, ResNet101, ResNet152

Улучшение серии YOLO | YOLOv5/v7 заменяет магистральную сеть на ResNet50/ResNet101

[Lightweight] Practical improvement of YOLOv8 | Replacing the backbone network Backbone's Ghostnet

[Lightweight] Practical improvement of YOLOv8 | Replacing the backbone network Backbone with GhostnetV2

Practical improvement of YOLOv8 | Replacing the backbone network Backbone (5) Lightweight 2023 latest network VanillaNet, the power of minimalism in deep learning

[DL series] VOC data set to YOLO data set (making YOLOv5/v7 custom data set)

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

Practical improvement of YOLOv8 | Replacing the backbone network Backbone with the 2023 latest model LSKNet, rotating target detection SOTA

[YOLO series] YOLOv5, YOLOX, YOOv6, YOLOv7 network model structure

ResNet50 network

[Convolutional Neural Network] ResNet and MobileNet of the backbone network

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

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)

Pytorch - Use Resnet that comes with pytorch as the backbone of the network

CV Classic Backbone Network (Backbone) Series: CSP-Darknet53

YOLO 시리즈 개선 | 백본 네트워크를 ResNet50/ResNet101로 대체하는 YOLOv5/v7

YOLOv5 Improvement Series (23) - MobileViTv2 to replace the backbone network (an efficient separable self-attention mechanism for mobile vision Transformer)

[pytorch] ResNet18, ResNet20, ResNet34, ResNet50 network structure and implementation

Backbone network backbone

【Classic network】ResNet-50/101/152

Quickly deploy resnet50 network training and use it for image detection

YOLOv5, v7 Improvement 26: Improved Feature Fusion Network PANet is ASFF Adaptive Feature Fusion Network

Nanny level tutorial - YOLO series (YOLOv5/YOLOv7/YOLOv8) algorithm training data set

Learning: YOLO yolo v2 Series

Learning: YOLO yolo v1 Series

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

Recommended

Ranking

css + html achieve 3D photo wall

Python Concise Guide: Novice will learn object-oriented []

ES6 inheritance (review prototype chain inheritance)

"A long article teaches you how to use appium in all aspects"

The third individual work - prototyping

HTML entity characters

Django (three) RESTFul of Django

Analysis of U disk file system (take FAT32 as an example)

Commonly used image drawing online experimental level - Level 5: Pie chart drawing

java programming design ideas

Daily

More

2025-05-02(0)

2025-05-01(0)

2025-04-30(0)

2025-04-29(0)

2025-04-28(0)

2025-04-27(0)

2025-04-26(0)

2025-04-25(0)

2025-04-24(0)

2025-04-23(0)