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

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

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Origin blog.csdn.net/weixin_43694096/article/details/131048713

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

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

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"

[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 | Replacement of the backbone network Backbone (6) Lightweight model VanillaNet advanced chapter

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

CVPR2020 -- GhostNet: More Features from Cheap Operations

[Paper reading notes] GhostNet: More Features from Cheap Operations

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

Improved YOLOv8: combined with lightweight backbone, Huawei's top publication IJCV2022: G-GhostNet!

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)

BBAVectors slanted frame detection network replaces lightweight backbone network

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

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

Share learning network device configuration from scratch -- 2.5 Improve backbone link bandwidth (link aggregation)

Target Detection - Test method for the backbone network backbone

yolov8 source code interpretation (part1: backbone, head)

How to improve YOLOv8 from a lightweight perspective?

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

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)

Yolov8 lightweight network: Ghostnet, G_ghost, Ghostnetv2 family battle (3): Huawei GhostNet is upgraded again, the best minimalist AI network G_ghost on the whole series of hardware | IJCV22

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

The study notes backbone network --Xception

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