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

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

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Origin blog.csdn.net/qq_44224801/article/details/132662735

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

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

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

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

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

YOLOv8 aprimorado: combinado com backbone leve, a principal publicação IJCV2022 da Huawei: G-GhostNet!

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

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

[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

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"

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

改进YOLOv8：结合轻量化骨干，华为顶刊IJCV2022：G-GhostNet！

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! !

Improved module of YOLOv8 algorithm

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"

YoloV8 improvement strategy: Intel parameter-oriented efficient dynamic convolution KernelWarehouse, YoloV8’s top-notch package

Yolov5 lightweight network: Ghostnet, G_ghost, Ghostnetv2 family battle (2): Huawei Ghostnetv2, new SOTA for end-side small model performance | NeurIPS22 Spotlight

YoloV8 improvement strategy: RepViT improves YoloV8, lightweight Block helps YoloV8 achieve better mobility

YoloV8 improvement strategy: lightweight Slim Neck creates the ultimate YoloV8

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

How to improve YOLOv8 from a lightweight perspective?

CV Lightweight Backbone Model Cheat Sheet (1)

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"

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

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

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