Improve YOLOv8 | Backbone Network | YOLOv8 replaces the SwinTransformer of the backbone network | "Hierarchical Visual Transformer Based on Displacement Window" - Code World

Improve YOLOv8 | Backbone Network | YOLOv8 replaces the SwinTransformer of the backbone network | "Hierarchical Visual Transformer Based on Displacement Window"

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Origin blog.csdn.net/weixin_43694096/article/details/130382323

Improve YOLOv8 | Backbone Network | YOLOv8 replaces the SwinTransformer of the backbone network | "Hierarchical Visual Transformer Based on Displacement Window"

Improve YOLOv8 | Backbone Network | YOLOv8 replaces MobileNetV3 of the backbone network | "Search for MobileNetV3"

Improve YOLOv8 | Backbone Network | YOLOv8 replaces GhostNet of the backbone network | Get more features from cheap operations

Improve YOLOv8 | Backbone Network | YOLOv8 replaces PP-LCNet of the backbone network | "PP-LCNet: A Lightweight CPU Convolutional Neural Network"

Improve YOLOv8 | Backbone Network | YOLOv8 Replaces FasterNet of Backbone Network | "Ran, Don't Walk: Fast Neural Network for Higher FLOPS"

Improve YOLOv8 | Backbone Network | YOLOv8 Replaces ShuffleNetv2 of the Backbone Network | "ShuffleNet v2: A Practical Guide to Efficient Convolutional Neural Network Architecture Design"

Verbesserung von YOLOv8 | Backbone-Netzwerk | YOLOv8 ersetzt den SwinTransformer des Backbone-Netzwerks | "Hierarchical Visual Transformer Based on Displacement Window"

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

Practical improvement of YOLOv8 | Replacement of the backbone network Backbone (6) Lightweight model VanillaNet advanced chapter

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

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

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

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

ViT: Visual Transformer backbone network ViT paper and code detailed

ViT: Visual Transformer backbone network ViT paper and code detailed

Backbone network backbone

YOLOv8 latest improvement series: YOLOV8 backbone improvements - Huawei Noah proposes a new backbone architecture VanillaNet. YOLOv8 integrates the power of deep learning minimalism to greatly improve the robustness of the model! !

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

Unify the backbone network! Meta-Transformer

BBAVectors slanted frame detection network replaces lightweight backbone network

Praktische Verbesserung von YOLOv8 | PoolFormer zum Ersetzen des Backbone-Netzwerks Backbone

YoloV8 improvement strategy: Based on hierarchical attention FasterViT, let YoloV8 achieve a leap in performance

Target Detection - Test method for the backbone network backbone

Swin Transformer as the JDE of the backbone network (VisDrone2019-MOT dataset)

yolov8 source code interpretation (part1: backbone, head)

Verbesserung von YOLOv8 | Upgrade des Backbone-Netzwerks | YOLOv8-Backbone-Netzwerk ersetzt durch MobileNetV3 | Computer Vision

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

YOLOv6 Pro | Make it easier to build a network and replace modules with YOLOv6, and help improve the network structure in scientific research, including Backbone, Neck, DecoupleHead (refer to the way YOLOv5 builds a network)

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

The study notes backbone network --Xception

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